diff --git a/README.md b/README.md
index e6ed9fed8..1bcafc002 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@ See template repository with setup instructions here: https://github.com/dmarx/w
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2024-01-14|[Diffusion Video Models for Climate Change Prediction](diffusion-video-climate-change.md)|815|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md)|
+|2024-01-14|[Diffusion Video Models for Climate Change Prediction](diffusion-video-climate-change.md)|912|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md)|
 |2024-01-06|[Population Convergence Training](population_convergence_training.md)|600||
 |2024-01-06|[in-context RL with AlphaGo-esque self-play](llm_alphacah.md)|253||
 |2023-12-26|[BiaB: Business in a Bottle](business-in-a-bottle.md)|124|[![](https://img.shields.io/badge/2-coreweave-eadebe)](./tags/coreweave.md) [![](https://img.shields.io/badge/5-open_source-786ed6)](./tags/open_source.md) [![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
@@ -21,23 +21,24 @@ See template repository with setup instructions here: https://github.com/dmarx/w
 |2023-10-19|[dragdiffusion node for comfyui](comfyui_dragdiffusion.md)|67|[![](https://img.shields.io/badge/1-comfyui-517a72)](./tags/comfyui.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-10-12|[[ComfyUI Node] Depth "merge" with Boosting Monocular Depth](comfy_bmd.md)|86|[![](https://img.shields.io/badge/1-comfy-61717a)](./tags/comfy.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-09-27|[publish a journal as a github repo](journal_as_github.md)|304|[![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
-|2023-09-23|["prior probing" for "safety"/nsfw scoring (model rating)](prior_probing.md)|604|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/1-mechanistic_interpretability-b62aa6)](./tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-09-21|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/2-interpretability-f05668)](./tags/interpretability.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/1-safety-ad1215)](./tags/safety.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-09-24|["prior probing" for "safety"/nsfw scoring (model rating)](prior_probing.md)|604|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/1-mechanistic_interpretability-b62aa6)](./tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-09-19|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/2-interpretability-f05668)](./tags/interpretability.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/1-safety-ad1215)](./tags/safety.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-09-19|[photo auto organizer](photo_auto_organizer_.md)|195|[![](https://img.shields.io/badge/11-from_issue-f3232d)](./tags/from_issue.md)|
-|2023-09-01|[product thinking AI](product_thinking_ai.md)|14400|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2023-08-31|[(draft) vktrs design whitepaper](vktrs_design_whitepaper.md)|1134|[![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
 |2023-08-22|[marble machine X x pytti-tools: video series building up an AI 4 creatives tool piece by piece](marble_machine_x_pytti-tools.md)|251|[![](https://img.shields.io/badge/3-curriculum-c5a27b)](./tags/curriculum.md) [![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/1-video_series-5f1085)](./tags/video_series.md)|
 |2023-08-22|[Nonprofit to support FOSS devs](nonprofit_to_support_foss_devs.md)|2000|[![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md)|
 |2023-08-22|[troll tanishq](troll_tanishq.md)|76|[![](https://img.shields.io/badge/1-eleuther-d5a11)](./tags/eleuther.md) [![](https://img.shields.io/badge/2-trash-e5c1d4)](./tags/trash.md)|
-|2023-08-13|[Ai art methods masterclass](Ai_art_methods_masterclass.md)|295|[![](https://img.shields.io/badge/11-from_issue-f3232d)](./tags/from_issue.md)|
-|2023-08-12|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/3-curriculum-c5a27b)](./tags/curriculum.md) [![](https://img.shields.io/badge/4-education-28ab17)](./tags/education.md) [![](https://img.shields.io/badge/11-from_issue-f3232d)](./tags/from_issue.md) [![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-08-18|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/3-curriculum-c5a27b)](./tags/curriculum.md) [![](https://img.shields.io/badge/4-education-28ab17)](./tags/education.md) [![](https://img.shields.io/badge/11-from_issue-f3232d)](./tags/from_issue.md) [![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-08-12|[Think Like a Neural Network: Transferring neural problem solving strategies for every day life](think_like_an_ann.md)|1005|[![](https://img.shields.io/badge/5-philosophy-603dc8)](./tags/philosophy.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
+|2023-08-11|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/2-autobiographical-99d437)](./tags/autobiographical.md) [![](https://img.shields.io/badge/1-career_advice-32f6f2)](./tags/career_advice.md) [![](https://img.shields.io/badge/1-early_adoption-acaf3f)](./tags/early_adoption.md) [![](https://img.shields.io/badge/1-mentoring-f53bfe)](./tags/mentoring.md) [![](https://img.shields.io/badge/1-reddit-da139a)](./tags/reddit.md)|
+|2023-08-09|[What is it like to be NASA?](what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/1-disunity_of_identity-734214)](./tags/disunity_of_identity.md) [![](https://img.shields.io/badge/1-organization_as_entity-997e5)](./tags/organization_as_entity.md) [![](https://img.shields.io/badge/5-philosophy-603dc8)](./tags/philosophy.md) [![](https://img.shields.io/badge/1-society_of_mind-a9524c)](./tags/society_of_mind.md) [![](https://img.shields.io/badge/1-theory_of_mind-ebbec3)](./tags/theory_of_mind.md)|
 |2023-08-09|[git-tree](git-tree.md)|120|[![](https://img.shields.io/badge/3-git-bb15fd)](./tags/git.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2023-08-09|[Physics For ML](physics_for_ml.md)|828|[![](https://img.shields.io/badge/3-curriculum-c5a27b)](./tags/curriculum.md) [![](https://img.shields.io/badge/4-education-28ab17)](./tags/education.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
 |2023-08-09|[auto green screen](auto-green-screen.md)|176|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-08-06|[Graph analytics on checkpoints](Graph_analytics_on_checkpoints.md)|280|[![](https://img.shields.io/badge/11-from_issue-f3232d)](./tags/from_issue.md) [![](https://img.shields.io/badge/1-test-3a4f8e)](./tags/test.md)|
 |2023-08-04|[ethics of training on public data](ethics_of_public_data.md)|129|[![](https://img.shields.io/badge/1-ai_ethics-10cdd6)](./tags/ai_ethics.md) [![](https://img.shields.io/badge/1-ethics-1754e4)](./tags/ethics.md) [![](https://img.shields.io/badge/1-fair_use-208450)](./tags/fair_use.md) [![](https://img.shields.io/badge/5-philosophy-603dc8)](./tags/philosophy.md) [![](https://img.shields.io/badge/1-remix_culture-e4f90)](./tags/remix_culture.md)|
 |2023-08-04|[model sanitizer](model_sanitizer.md)|226||
 |2023-08-04|[prompt2startup](prompt2startup.md)|1512|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2023-08-04|[Ai art methods masterclass](Ai_art_methods_masterclass.md)|295|[![](https://img.shields.io/badge/11-from_issue-f3232d)](./tags/from_issue.md)|
 |2023-08-03|[Tattoo Ideas](ai_art_tattoo_inspo_board.md)|78|[![](https://img.shields.io/badge/3-art-9acea8)](./tags/art.md)|
 |2023-08-02|[Notes on differentiable permutations](differentiable_permutations.md)|1241|[![](https://img.shields.io/badge/1-differentiable_permutation-6685b7)](./tags/differentiable_permutation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/2-interpretability-f05668)](./tags/interpretability.md) [![](https://img.shields.io/badge/1-regularization-1d5152)](./tags/regularization.md)|
 |2023-08-01|[simulating regional neuronal promotion/suppression in ANN activations](dnn_with_promoter_suppression_dynamics.md)|721|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
@@ -56,12 +57,11 @@ See template repository with setup instructions here: https://github.com/dmarx/w
 |2023-07-25|[generative outfill](generative_outfill.md)|116|[![](https://img.shields.io/badge/3-art-9acea8)](./tags/art.md) [![](https://img.shields.io/badge/2-notebook-acbc2f)](./tags/notebook.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-07-25|[KLMC2 Prompt Entanglement Notebook](klmc2-prompt-entanglement.md)|869|[![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/2-notebook-acbc2f)](./tags/notebook.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-07-25|[standalone utility for adding latent encoding to exif](latent-exif.md)|233|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2023-07-25|[checkpoint-to-LoRA](checkpoint2LoRA.md)|356|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-07-25|[Palette of Priors](palette_of_priors.md)|533|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/1-lora-3bf9ab)](./tags/lora.md)|
+|2023-07-25|[checkpoint-to-LoRA](checkpoint2LoRA.md)|356|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2023-07-25|[denoising gradient descent](sgd_as_descent.md)|91|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
 |2023-07-22|[my time at microsoft](my_time_at_microsoft.md)|1746|[![](https://img.shields.io/badge/1-amazon-d5f6c6)](./tags/amazon.md) [![](https://img.shields.io/badge/2-autobiographical-99d437)](./tags/autobiographical.md) [![](https://img.shields.io/badge/1-microsoft-77a0)](./tags/microsoft.md)|
-|2023-07-19|[klmc2 as video init](klmc2_as_video_init.md)|230|[![](https://img.shields.io/badge/3-art-9acea8)](./tags/art.md)|
-|2023-07-19|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/2-autobiographical-99d437)](./tags/autobiographical.md) [![](https://img.shields.io/badge/1-career_advice-32f6f2)](./tags/career_advice.md) [![](https://img.shields.io/badge/1-early_adoption-acaf3f)](./tags/early_adoption.md) [![](https://img.shields.io/badge/1-mentoring-f53bfe)](./tags/mentoring.md) [![](https://img.shields.io/badge/1-reddit-da139a)](./tags/reddit.md)|
-|2023-07-16|[denoising gradient descent](sgd_as_descent.md)|91|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2023-07-21|[klmc2 as video init](klmc2_as_video_init.md)|230|[![](https://img.shields.io/badge/3-art-9acea8)](./tags/art.md)|
 |2023-07-14|[Technical Constraints Considered Harmful.](constraints_considered_hazardous.md)|177|[![](https://img.shields.io/badge/1-best_practices-4a7017)](./tags/best_practices.md) [![](https://img.shields.io/badge/1-engineering-25d3f)](./tags/engineering.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
 |2023-07-14|[CLIP ReLoRA](clip_relora.md)|141|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/5-open_source-786ed6)](./tags/open_source.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
 |2023-07-11|[personalized anything](personalized_anything.md)|4159|[![](https://img.shields.io/badge/1-gdpr_data_export-617c8)](./tags/gdpr_data_export.md) [![](https://img.shields.io/badge/3-llm-8a3b70)](./tags/llm.md) [![](https://img.shields.io/badge/1-personalization-be57aa)](./tags/personalization.md) [![](https://img.shields.io/badge/1-productivity-da1f33)](./tags/productivity.md)|
@@ -70,135 +70,135 @@ See template repository with setup instructions here: https://github.com/dmarx/w
 |2023-07-06|[Diffusion2GAN - GAN PEFT on diffusion generations](diffusion2gan.md)|346||
 |2023-06-28|[AI bob ross youtube channel/twitter](ai_bob_ross.md)|191|[![](https://img.shields.io/badge/1-nts-1433c8)](./tags/nts.md)|
 |2023-06-23|[Seed differentiable vectorization with paths inferred from semantic segmentation](vectorize_anything.md)|768|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/1-segmentation-9ab3df)](./tags/segmentation.md) [![](https://img.shields.io/badge/1-svg-5c1fef)](./tags/svg.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2023-06-22|[(draft) vktrs design whitepaper](vktrs_design_whitepaper.md)|1134|[![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
 |2023-06-15|[animating on autopilot](animating_on_autopilot.md)|2013||
 |2023-06-15|[animation autopilot](animation_autopilot.md)|126||
 |2023-06-03|[Intro to Latents: The Geometry of Ideas](intro-to-latents.md)|305||
 |2023-05-20|[multimodal multiconditioning adaptor](multimodal_multiconditioning_adaptor.md)|105||
 |2023-05-16|[student-teacher model compression](student_teacher_model_compression.md)|319||
-|2023-05-12|[Sliding Tiling](sliding-tiling.md)|859||
-|2023-05-12|[What is it like to be NASA?](what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/1-disunity_of_identity-734214)](./tags/disunity_of_identity.md) [![](https://img.shields.io/badge/1-organization_as_entity-997e5)](./tags/organization_as_entity.md) [![](https://img.shields.io/badge/5-philosophy-603dc8)](./tags/philosophy.md) [![](https://img.shields.io/badge/1-society_of_mind-a9524c)](./tags/society_of_mind.md) [![](https://img.shields.io/badge/1-theory_of_mind-ebbec3)](./tags/theory_of_mind.md)|
-|2023-04-25|[a1111 lessons learned](a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/5-open_source-786ed6)](./tags/open_source.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/1-ux-8344b1)](./tags/ux.md)|
+|2023-05-13|[Sliding Tiling](sliding-tiling.md)|859||
 |2023-04-25|[hypernetwork code embedding](hypernetwork_embedding_for_code.md)|889|[![](https://img.shields.io/badge/1-embeddings-6d71)](./tags/embeddings.md) [![](https://img.shields.io/badge/3-llm-8a3b70)](./tags/llm.md) [![](https://img.shields.io/badge/1-machinelearning-32613c)](./tags/machinelearning.md) [![](https://img.shields.io/badge/2-models-659a8f)](./tags/models.md) [![](https://img.shields.io/badge/1-nlp-5d33f3)](./tags/nlp.md)|
+|2023-04-24|[a1111 lessons learned](a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/5-open_source-786ed6)](./tags/open_source.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/1-ux-8344b1)](./tags/ux.md)|
 |2023-04-23|[twin mixing bootstrap regularization](twin_mixing_dropout.md)|897|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/2-optimization-cb29b)](./tags/optimization.md) [![](https://img.shields.io/badge/1-scaling-8ce73b)](./tags/scaling.md)|
-|2023-04-16|[Whisper STT + timestamps](whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/3-colab-48e52e)](./tags/colab.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-14|[LLM Helper](llm-helper.md)|182|[![](https://img.shields.io/badge/3-llm-8a3b70)](./tags/llm.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-14|[we need a documentation embedding standard](doc-embed-standard.md)|2245|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/1-documentation-f47a18)](./tags/documentation.md) [![](https://img.shields.io/badge/1-standard-9d5b24)](./tags/standard.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-11|[Private Tutor](private_tutor.md)|819|[![](https://img.shields.io/badge/1-ai-112e27)](./tags/ai.md) [![](https://img.shields.io/badge/2-discussion-d82abc)](./tags/discussion.md) [![](https://img.shields.io/badge/4-education-28ab17)](./tags/education.md) [![](https://img.shields.io/badge/1-startup-da6994)](./tags/startup.md)|
-|2023-04-07|[research and publication in the age of social media](research-and-social.md)|2752|[![](https://img.shields.io/badge/1-arxiv-ab4f55)](./tags/arxiv.md) [![](https://img.shields.io/badge/1-citation-c02c21)](./tags/citation.md) [![](https://img.shields.io/badge/1-corrections-2b6571)](./tags/corrections.md) [![](https://img.shields.io/badge/1-credit-1fc54)](./tags/credit.md) [![](https://img.shields.io/badge/1-curation-32c994)](./tags/curation.md) [![](https://img.shields.io/badge/1-discoverability-e5fa6f)](./tags/discoverability.md) [![](https://img.shields.io/badge/2-discussion-d82abc)](./tags/discussion.md) [![](https://img.shields.io/badge/1-feed-708555)](./tags/feed.md) [![](https://img.shields.io/badge/3-git-bb15fd)](./tags/git.md) [![](https://img.shields.io/badge/3-git-bb15fd)](./tags/git.md) [![](https://img.shields.io/badge/1-historyofscience-dc62b7)](./tags/historyofscience.md) [![](https://img.shields.io/badge/1-mastodon-3a20e)](./tags/mastodon.md) [![](https://img.shields.io/badge/1-openreview-e7673c)](./tags/openreview.md) [![](https://img.shields.io/badge/1-paperswithcode-fecb83)](./tags/paperswithcode.md) [![](https://img.shields.io/badge/1-platform-6a156e)](./tags/platform.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/1-reproducibility-4a3565)](./tags/reproducibility.md) [![](https://img.shields.io/badge/1-research-eac1b9)](./tags/research.md) [![](https://img.shields.io/badge/1-retractions-4d35f9)](./tags/retractions.md) [![](https://img.shields.io/badge/1-search-4bcfd8)](./tags/search.md) [![](https://img.shields.io/badge/1-socialmedia-fda5ff)](./tags/socialmedia.md) [![](https://img.shields.io/badge/1-stackoverflow-ff6770)](./tags/stackoverflow.md) [![](https://img.shields.io/badge/1-subscription-4aea2)](./tags/subscription.md) [![](https://img.shields.io/badge/2-transparency-a4124b)](./tags/transparency.md) [![](https://img.shields.io/badge/1-twitter-834fc2)](./tags/twitter.md) [![](https://img.shields.io/badge/1-validation-96f021)](./tags/validation.md)|
 |2023-04-07|[image to image video game movie](img2img_video_game_movie.md)|391|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-04-07|[`metatron`: simple utility for connecting STT/TTS with apis](metatron.md)|285|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-04-07|[diegetic classifier](diegetic-classifier.md)|381|[![](https://img.shields.io/badge/1-audio-c4c41f)](./tags/audio.md) [![](https://img.shields.io/badge/1-classification-53417a)](./tags/classification.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/1-text2audio-92ab1c)](./tags/text2audio.md)|
 |2023-04-07|[Diffusion that respects transparency](diffusion-that-respects-transparency.md)|246|[![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/1-diffusion-aa21fc)](./tags/diffusion.md) [![](https://img.shields.io/badge/3-image_processing-e2851f)](./tags/image_processing.md) [![](https://img.shields.io/badge/2-transparency-a4124b)](./tags/transparency.md)|
 |2023-04-07|[FlowFrames linux port](flowframes-linux-port.md)|400|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-04-07|[xpost reddit comments to twitter threads](reddit2twitter.md)|387|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2023-04-07|[finetune a segmentation model on a medical classification task](finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/3-image_processing-e2851f)](./tags/image_processing.md) [![](https://img.shields.io/badge/1-medical_image_analysis-5d9a82)](./tags/medical_image_analysis.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2023-04-07|[Bam: Alignment Solved.](ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md)|
 |2023-04-07|[Auto-illustrator](auto-illustrator.md)|344|[![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2023-04-07|[dreambooth lite](dreambooth-lite.md)|421|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2023-04-07|[alt gh account for blogging w githubb as publication platform](alt_gh_account_for_blogging.md)|305|[![](https://img.shields.io/badge/2-MILESTONE_POC-42963a)](./tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-04-07|["why do you want to know?"-instruct-esque-fintetuning](whydoyouwantoknow.md)|1987|[![](https://img.shields.io/badge/1-aiethics-8a534c)](./tags/aiethics.md) [![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/1-dialogue-94b8ca)](./tags/dialogue.md) [![](https://img.shields.io/badge/2-models-659a8f)](./tags/models.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-04-07|[focal finetuning](focal_finetuning.md)|351|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-04-07|[minibatch bootstrapped gradients](minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/2-optimization-cb29b)](./tags/optimization.md) [![](https://img.shields.io/badge/2-training-237124)](./tags/training.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-04-07|[github-pages blog + substack?](gh-pages-blog-plus-substack.md)|481|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-04-07|[gh as blogging platform](gh_as_blogging_platform.md)|520|[![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-04-07|[lego diffusion](lego-diffusion.md)|188|[![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
 |2023-04-07|[karlo + DIP](karlo-dip.md)|358|[![](https://img.shields.io/badge/1-deepimageprior-95446)](./tags/deepimageprior.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/3-image_generation-b7439e)](./tags/image_generation.md) [![](https://img.shields.io/badge/1-prior-4d8aaa)](./tags/prior.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-04-07|[conversational agent to assist with narrative world building](world-building-agent.md)|285|[![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md)|
+|2023-04-07|[hyper-embedding](hyperembedding.md)|325|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-04-07|[k-dimensional rotation as an AI art animation](kd_rotation_as_ai_art_animation.md)|357|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2023-04-07|[data science project investigating "language acquisition" for TTI prompting](tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md)|
 |2023-04-07|[TTI cpu inference stack](TTI-cpu-inference-stack.md)|382|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-04-07|[i-like-that-shirt.com](ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-07|[Scale-Agnostic VQGAN](scale-agnostic_VQGAN.md)|387|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/3-image_generation-b7439e)](./tags/image_generation.md)|
+|2023-04-07|[sparse-latent-inpainting-interpolation.md](sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-04-07|[Denser CLIP representations](denser-CLIP.md)|558|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-04-07|[Fast Fourier Convolution FlexConv](FFC-Flexconv.md)|297|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-07|[personalized guided meditation](personalized-guided-meditation.md)|255|[![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md)|
-|2023-04-07|[On "The Singularity"](alternative-perspective-on-the-singularity.md)|475|[![](https://img.shields.io/badge/2-trash-e5c1d4)](./tags/trash.md)|
 |2023-04-07|[DINO diffusion](DINO-diffusion.md)|334|[![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/3-nerf-062ab)](./tags/nerf.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-04-07|[Pre-train and Release ViT-VQGAN and RQ-VAE checkpoints](pretrained_vit-vqgan_checkpoints.md)|633|[![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-07|[CLIP with RWKV replacing QKV](RWKV-CLIP.md)|159|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2023-04-07|[INR CNN Filter Learning](INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/1-CNN-e2596)](./tags/CNN.md) [![](https://img.shields.io/badge/1-INR-f1d19f)](./tags/INR.md) [![](https://img.shields.io/badge/1-deep_learning-b6c680)](./tags/deep_learning.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/1-filter_learning-4e6ea)](./tags/filter_learning.md)|
 |2023-04-07|[test as you go programming](adhd_test_as_you_go.md)|663|[![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-04-07|[content helping people understand klmc2](explaining_klmc2.md)|414|[![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-04-07|[video caption (chain of thought) to text2video](video_caption_transfer.md)|410|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-07|[Fingertrip tracking for hardware-free gloving practice](fingertrip_tracking_for_hardware_free_gloveing_practice.md)|275|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-04-07|[Brushstroke Diffusion](brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/1-artisticstyletransfer-4b9e32)](./tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/1-creativity-25a9f1)](./tags/creativity.md) [![](https://img.shields.io/badge/1-deepgenerativemodeling-33b5de)](./tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/3-image_processing-e2851f)](./tags/image_processing.md) [![](https://img.shields.io/badge/1-modeltraining-72fcc)](./tags/modeltraining.md) [![](https://img.shields.io/badge/1-painting-0fcaa)](./tags/painting.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-04-07|[Relevance map](Relevance_map.md)|579|[![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-04|[~~auto-coder~~TROTFO: structured LLM colaboration](auto-coder.md)|1223|[![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2023-04-04|[Quorum](quorum.md)|379|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2023-04-03|[Quorum](quorum.md)|379|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
 |2023-04-03|[parallel diffusion](parallel-diffusion.md)|1209|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2023-04-02|[GPT assisted CI/CD](gpt_assisted_cicd_workflows.md)|990|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-04-01|[Paranoid Android](paranoid-android.md)|1666|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
 |2023-03-29|[P+ prompt inversion](p_plus_inversion.md)|405|[![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-03-29|[GPT assisted CI/CD](gpt_assisted_cicd_workflows.md)|990|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-03-24|[accelerated finetuning with "menu of marginals"](menu_of_marginals.md)|694|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
-|2023-03-24|[On Openness in AI](on_openness_in_ai.md)|517|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md)|
+|2023-03-23|[On Openness in AI](on_openness_in_ai.md)|517|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md)|
 |2023-03-23|[Make an NLP dataset out of the Stanford Encyclopedia of Philosophy](sep_dataset.md)|727|[![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-03-23|[product thinking AI](product_thinking_ai.md)|14400|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-03-23|[mini RWKV port](rust_rwkv.md)|778|[![](https://img.shields.io/badge/1-RNN-13fda6)](./tags/RNN.md) [![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/1-ggml-9fef19)](./tags/ggml.md) [![](https://img.shields.io/badge/1-mobilenet-d4602a)](./tags/mobilenet.md) [![](https://img.shields.io/badge/2-model_compression-af803c)](./tags/model_compression.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-03-21|[Bam: Alignment Solved.](ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md)|
+|2023-03-23|[`metatron`: simple utility for connecting STT/TTS with apis](metatron.md)|285|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-03-16|[Internal team of Open Source devs as mechanism to promote benefits of open source development practices on non-open codebase](store_walker.md)|3762|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md)|
 |2023-03-15|[Git Utilities to simulate Github "Private Branch" functionality](git_private_branch_utils.md)|1517|[![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2023-03-15|[Internal team of Open Source devs as mechanism to promote benefits of open source development practices on non-open codebase](store_walker.md)|3762|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md)|
-|2023-03-15|[klmc2 rotoscoping](klmc2_rotoscoping.md)|926|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-03-10|[chatgpt hotkeys](chatgpt_hotkeys.md)|265|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-03-09|[Is "Idea Factory" a job title?](idea_factory.md)|178|[![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-03-02|[executable readme](executable_readme.md)|1287|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-03-02|[Pandas Wrangler](pandas_wrangler.md)|910|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2023-02-25|[[vktrs] USCSB -> SD](vktrs_uscsb_sd.md)|265|[![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md)|
+|2023-02-23|[[vktrs] USCSB -> SD](vktrs_uscsb_sd.md)|265|[![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md)|
 |2023-02-23|[look-ahead traversal sampling](look-ahead-traversal-sampling.md)|1184|[![](https://img.shields.io/badge/1-MCMC-8f457a)](./tags/MCMC.md) [![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/1-control-f6b493)](./tags/control.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/3-image_generation-b7439e)](./tags/image_generation.md)|
-|2023-02-23|[Learned conditional semantic controls](learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/3-colab-48e52e)](./tags/colab.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-02-22|[audioreactive tide](audioreactive_tide.md)|4302|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
+|2023-02-17|[content helping people understand klmc2](explaining_klmc2.md)|414|[![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-02-16|[video edit model + klmc2 + cold-diffusion = text2video](video-edit-model-over-init-video.md)|1279|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2023-02-15|[AI-ify bond clown chase scene](bond_clown_chase_scene.md)|379|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-02-07|[k-dimensional rotation as an AI art animation](kd_rotation_as_ai_art_animation.md)|357|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
-|2023-01-29|[alt gh account for blogging w githubb as publication platform](alt_gh_account_for_blogging.md)|305|[![](https://img.shields.io/badge/2-MILESTONE_POC-42963a)](./tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2023-01-29|[contrastive learning as ontological intentionality triangulation](contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/5-philosophy-603dc8)](./tags/philosophy.md) [![](https://img.shields.io/badge/1-semiotics-2ebd3b)](./tags/semiotics.md) [![](https://img.shields.io/badge/1-synesthesia-12b63)](./tags/synesthesia.md) [![](https://img.shields.io/badge/1-theory-5e3ff5)](./tags/theory.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-02-09|[Physics For ML](physics_for_ml.md)|828|[![](https://img.shields.io/badge/3-curriculum-c5a27b)](./tags/curriculum.md) [![](https://img.shields.io/badge/4-education-28ab17)](./tags/education.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
+|2023-02-05|[contrastive learning as ontological intentionality triangulation](contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/5-philosophy-603dc8)](./tags/philosophy.md) [![](https://img.shields.io/badge/1-semiotics-2ebd3b)](./tags/semiotics.md) [![](https://img.shields.io/badge/1-synesthesia-12b63)](./tags/synesthesia.md) [![](https://img.shields.io/badge/1-theory-5e3ff5)](./tags/theory.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2023-01-27|[Open Assistant](open-assistant.md)|1017|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-01-24|[warp klmc2.md](warp_klmc2.md)|819|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-01-20|[On Paperclip Problems](on_paperclip_problems.md)|30222|[![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
+|2023-01-18|[gh as blogging platform](gh_as_blogging_platform.md)|520|[![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2023-01-18|[CLIP auto organizer](clip_auto_organizer.md)|458|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2023-01-15|[The Shape Of Data](the_shape_of_data.md)|22991|[![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
-|2023-01-06|[Open Assistant](open-assistant.md)|1017|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2022-12-31|[camera motion diffusion: few-shot finetuning using semantic checkpoint merging](residual_checkpoint_finetune_for_motion_transfer.md)|838|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
-|2022-12-26|[hyper-embedding](hyperembedding.md)|325|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2022-12-31|[klmc2 rotoscoping](klmc2_rotoscoping.md)|926|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-12-29|[The Shape Of Data](the_shape_of_data.md)|22991|[![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md)|
+|2022-12-28|[Learned conditional semantic controls](learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/3-colab-48e52e)](./tags/colab.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2022-12-21|[Test-Driven Development as a programming language: prompting an entire software library.](tdd_is_2_op.md)|804|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-12-19|[Automated Video Description for Vision Impaired](automated-video-description.md)|5070|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md)|
 |2022-11-29|[stick-breaking prior for semi-correlated feature initialization](stickbreaking-init.md)|633|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2022-11-23|[i-like-that-shirt.com](ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2022-11-09|[layer-wise update cadences](layer-wise-update-cadences.md)|2139|[![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2022-10-25|[Brushstroke Diffusion](brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/1-artisticstyletransfer-4b9e32)](./tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/1-creativity-25a9f1)](./tags/creativity.md) [![](https://img.shields.io/badge/1-deepgenerativemodeling-33b5de)](./tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/3-image_processing-e2851f)](./tags/image_processing.md) [![](https://img.shields.io/badge/1-modeltraining-72fcc)](./tags/modeltraining.md) [![](https://img.shields.io/badge/1-painting-0fcaa)](./tags/painting.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2022-10-24|[multimae +text](multimae_w_text.md)|479|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/1-text-869bd0)](./tags/text.md)|
-|2022-10-24|[data science project investigating "language acquisition" for TTI prompting](tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md)|
+|2022-10-30|[research and publication in the age of social media](research-and-social.md)|2752|[![](https://img.shields.io/badge/1-arxiv-ab4f55)](./tags/arxiv.md) [![](https://img.shields.io/badge/1-citation-c02c21)](./tags/citation.md) [![](https://img.shields.io/badge/1-corrections-2b6571)](./tags/corrections.md) [![](https://img.shields.io/badge/1-credit-1fc54)](./tags/credit.md) [![](https://img.shields.io/badge/1-curation-32c994)](./tags/curation.md) [![](https://img.shields.io/badge/1-discoverability-e5fa6f)](./tags/discoverability.md) [![](https://img.shields.io/badge/2-discussion-d82abc)](./tags/discussion.md) [![](https://img.shields.io/badge/1-feed-708555)](./tags/feed.md) [![](https://img.shields.io/badge/3-git-bb15fd)](./tags/git.md) [![](https://img.shields.io/badge/3-git-bb15fd)](./tags/git.md) [![](https://img.shields.io/badge/1-historyofscience-dc62b7)](./tags/historyofscience.md) [![](https://img.shields.io/badge/1-mastodon-3a20e)](./tags/mastodon.md) [![](https://img.shields.io/badge/1-openreview-e7673c)](./tags/openreview.md) [![](https://img.shields.io/badge/1-paperswithcode-fecb83)](./tags/paperswithcode.md) [![](https://img.shields.io/badge/1-platform-6a156e)](./tags/platform.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/1-reproducibility-4a3565)](./tags/reproducibility.md) [![](https://img.shields.io/badge/1-research-eac1b9)](./tags/research.md) [![](https://img.shields.io/badge/1-retractions-4d35f9)](./tags/retractions.md) [![](https://img.shields.io/badge/1-search-4bcfd8)](./tags/search.md) [![](https://img.shields.io/badge/1-socialmedia-fda5ff)](./tags/socialmedia.md) [![](https://img.shields.io/badge/1-stackoverflow-ff6770)](./tags/stackoverflow.md) [![](https://img.shields.io/badge/1-subscription-4aea2)](./tags/subscription.md) [![](https://img.shields.io/badge/2-transparency-a4124b)](./tags/transparency.md) [![](https://img.shields.io/badge/1-twitter-834fc2)](./tags/twitter.md) [![](https://img.shields.io/badge/1-validation-96f021)](./tags/validation.md)|
+|2022-10-28|[minibatch bootstrapped gradients](minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/2-optimization-cb29b)](./tags/optimization.md) [![](https://img.shields.io/badge/2-training-237124)](./tags/training.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2022-10-28|[focal finetuning](focal_finetuning.md)|351|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2022-10-28|[multimae +text](multimae_w_text.md)|479|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/1-text-869bd0)](./tags/text.md)|
 |2022-10-24|[micro epoch training](micro-epoch.md)|733|[![](https://img.shields.io/badge/1-augmentation-6b1fb)](./tags/augmentation.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/1-heuristics-d93385)](./tags/heuristics.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/2-training-237124)](./tags/training.md)|
 |2022-10-20|[random batch + random average for massive asynchronous data-parallel training](async-evolutionary-ddp.md)|3694|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2022-10-19|[sparse-latent-inpainting-interpolation.md](sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2022-10-02|[Automated Video Description for Vision Impaired](automated-video-description.md)|5070|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md)|
+|2022-10-05|[dreambooth lite](dreambooth-lite.md)|421|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-10-02|[On "The Singularity"](alternative-perspective-on-the-singularity.md)|475|[![](https://img.shields.io/badge/2-trash-e5c1d4)](./tags/trash.md)|
 |2022-10-01|[Expectation regularized diffusion process](expectation-regularized-diffusion.md)|952|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2022-09-29|[Predictive Safety for First Responders](safety-officer.md)|1237|[![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2022-09-25|[declarative infill](declarative-infill.md)|748|[![](https://img.shields.io/badge/2-MILESTONE_POC-42963a)](./tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-09-23|[Whisper STT + timestamps](whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/3-colab-48e52e)](./tags/colab.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2022-09-22|[subtitles to storyboard](subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/5-open_source-786ed6)](./tags/open_source.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2022-09-09|[Free to mint nfts with Github + PGP](free-to-mint-nfts_git_plus_pgp.md)|2101|[![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2022-09-08|[docstring to CLI](docstring-to-cli.md)|238|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-09-08|[fully deterministic animation](fully-deterministic-animation.md)|278|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
 |2022-09-08|[differentiable control flow parameterizations](differentiable-control-flow-parameterizations.md)|713|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
-|2022-08-25|[fully deterministic animation](fully-deterministic-animation.md)|278|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-09-02|[docstring to CLI](docstring-to-cli.md)|238|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2022-08-15|[animation thing with shadow and 2scoops](shadow-and2scoops-animation-thing.md)|118|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md)|
 |2022-08-15|[turn this into a template](benchwarmers-template.md)|186|[![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
 |2022-08-15|[conlang generator](conlang_lm.md)|267|[![](https://img.shields.io/badge/2-carp-c6d429)](./tags/carp.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-08-15|[Deep Image Prior with a UNet whose conv kernels are FlexConvs](FlexConv_DIP.md)|123|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
 |2022-08-15|[code2commit learning](code2commit-learning.md)|466|[![](https://img.shields.io/badge/2-carp-c6d429)](./tags/carp.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md)|
-|2022-08-15|[comment zapper.md](comment-zapper.md)|390|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2022-08-15|[multimodal model trained on comicbooks](multimodal-model-trained-on-comicbooks.md)|402|[![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md)|
-|2022-08-15|[GAUDI-XL](gaudi-xl.md)|1175|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md)|
-|2022-08-15|[Inverse Heat Dissipation Model with FlexConvs](IHDM_with_FlexConvs.md)|1001|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-08-15|[Layer-wise Super Resolution](layerwise-and-objectwise-inpainting-and-super-resolution.md)|2118|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-08-15|[flow field compositor](flow-field-compositor.md)|557|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2022-08-15|[single video sparse quantized auto-encoder](single_video_sparse_quantized_auto-encoder.md)|556|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md)|
+|2022-08-15|[RETRO-ViT](RETRO-ViT.md)|1572|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-08-15|[Tool for Converting Google Colab "Forms" UI annotations to a more environment agnostic framework](colab-ui-converter.md)|414|[![](https://img.shields.io/badge/3-colab-48e52e)](./tags/colab.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2022-08-15|[Design and train a model whose underlying representation was engineered specifically for text guided animation](image-model-designed-for-clip-guided-animation.md)|404|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md)|
 |2022-08-15|[infinite canvas stylegan-xl](infinite-canvas-stylegan-xl.md)|776|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
-|2022-08-15|[personalized VQVAE](personalized-vqvae.md)|519|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-08-15|[narrative coherence via 'video understanding' prior](narrative_coherence_via_video_understanding_prior.md)|185|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md)|
 |2022-08-15|[Deep DSL](multistage-unsupervised-deep-DSL-learning-from-prompts-data.md)|4090|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2022-08-08|[Grimoire: Prompting Toolbox](grimoire.md)|1371|[![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2022-08-07|[design a 'file type' (or related spec/standard)](filetype-for-ai-art-and-animation.md)|5288|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-08-15|[personalized VQVAE](personalized-vqvae.md)|519|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-08-07|[GAUDI-XL](gaudi-xl.md)|1175|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md)|
+|2022-08-07|[Grimoire: Prompting Toolbox](grimoire.md)|1371|[![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-08-07|[declarative infill](declarative-infill.md)|748|[![](https://img.shields.io/badge/2-MILESTONE_POC-42963a)](./tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-08-06|[design a 'file type' (or related spec/standard)](filetype-for-ai-art-and-animation.md)|5288|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-08-04|[xpost reddit comments to twitter threads](reddit2twitter.md)|387|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2022-07-31|[NeRF-GAN / VQ-NeRF for procedural generation](nerf-gan.md)|314|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/3-nerf-062ab)](./tags/nerf.md)|
 |2022-07-21|[LAION++ Enriched Dataset](laion-plus-plus.md)|936|[![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md)|
-|2022-07-19|[flow field compositor](flow-field-compositor.md)|557|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-07-21|[multimodal model trained on comicbooks](multimodal-model-trained-on-comicbooks.md)|402|[![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md)|
+|2022-07-18|[comment zapper.md](comment-zapper.md)|390|[![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
 |2022-07-14|[registered datasets for stability compute](registered-datasets-for-sstability-compute.md)|284|[![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md)|
-|2022-07-14|[Layer-wise Super Resolution](layerwise-and-objectwise-inpainting-and-super-resolution.md)|2118|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
-|2022-07-14|[Tool for Converting Google Colab "Forms" UI annotations to a more environment agnostic framework](colab-ui-converter.md)|414|[![](https://img.shields.io/badge/3-colab-48e52e)](./tags/colab.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
-|2022-07-09|[Deep Image Prior with a UNet whose conv kernels are FlexConvs](FlexConv_DIP.md)|123|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-07-14|[conversational agent to assist with narrative world building](world-building-agent.md)|285|[![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md)|
 |2022-07-09|[Train a SinNeRF on an AI-generated animation (e.g. PyTTI)](train_a_SinNeRF_on_a_pytti_animation.md)|647|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/3-nerf-062ab)](./tags/nerf.md)|
-|2022-07-09|[Denser CLIP representations](denser-CLIP.md)|558|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2022-07-09|[learning image segmentation from a colorization task](learning_image_segmentation_from_a_colorization_task.md)|216|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
-|2022-07-09|[FOSS Touch Designer](FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2022-07-08|[INR CNN Filter Learning](INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/1-CNN-e2596)](./tags/CNN.md) [![](https://img.shields.io/badge/1-INR-f1d19f)](./tags/INR.md) [![](https://img.shields.io/badge/1-deep_learning-b6c680)](./tags/deep_learning.md) [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/1-filter_learning-4e6ea)](./tags/filter_learning.md)|
-|2022-07-07|[narrative coherence via 'video understanding' prior](narrative_coherence_via_video_understanding_prior.md)|185|[![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md)|
-|2022-07-06|[finetune a segmentation model on a medical classification task](finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/3-image_processing-e2851f)](./tags/image_processing.md) [![](https://img.shields.io/badge/1-medical_image_analysis-5d9a82)](./tags/medical_image_analysis.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md)|
+|2022-07-08|[Inverse Heat Dissipation Model with FlexConvs](IHDM_with_FlexConvs.md)|1001|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
+|2022-07-08|[FOSS Touch Designer](FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
+|2022-07-06|[learning image segmentation from a colorization task](learning_image_segmentation_from_a_colorization_task.md)|216|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
 |2022-07-05|[implicit CNN filters](implicit-cnn-filters.md)|329|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md)|
-|2022-07-04|[RETRO-ViT](RETRO-ViT.md)|1572|[![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md)|
 
 [![](https://img.shields.io/badge/72-experimental-a168f4)](./tags/experimental.md) [![](https://img.shields.io/badge/65-tooling-473080)](./tags/tooling.md) [![](https://img.shields.io/badge/41-wip-7ca620)](./tags/wip.md) [![](https://img.shields.io/badge/25-animation-3faa68)](./tags/animation.md) [![](https://img.shields.io/badge/23-publication-9bf4b7)](./tags/publication.md) [![](https://img.shields.io/badge/21-prompting-84f8cf)](./tags/prompting.md) [![](https://img.shields.io/badge/13-dataset-29a3fa)](./tags/dataset.md) [![](https://img.shields.io/badge/11-stability-6f4790)](./tags/stability.md) [![](https://img.shields.io/badge/11-publicgood-379a95)](./tags/publicgood.md) [![](https://img.shields.io/badge/11-from_issue-f3232d)](./tags/from_issue.md) [![](https://img.shields.io/badge/10-completed-29c88d)](./tags/completed.md) [![](https://img.shields.io/badge/9-alignment-8ce6fc)](./tags/alignment.md) [![](https://img.shields.io/badge/8-meta-c5d714)](./tags/meta.md) [![](https://img.shields.io/badge/7-foundation-93e32e)](./tags/foundation.md) [![](https://img.shields.io/badge/7-public_good-945e60)](./tags/public_good.md) [![](https://img.shields.io/badge/7-accessibility-424c13)](./tags/accessibility.md) [![](https://img.shields.io/badge/5-open_source-786ed6)](./tags/open_source.md) [![](https://img.shields.io/badge/5-philosophy-603dc8)](./tags/philosophy.md) [![](https://img.shields.io/badge/4-education-28ab17)](./tags/education.md) [![](https://img.shields.io/badge/3-image_processing-e2851f)](./tags/image_processing.md) [![](https://img.shields.io/badge/3-colab-48e52e)](./tags/colab.md) [![](https://img.shields.io/badge/3-curriculum-c5a27b)](./tags/curriculum.md) [![](https://img.shields.io/badge/3-llm-8a3b70)](./tags/llm.md) [![](https://img.shields.io/badge/3-image_generation-b7439e)](./tags/image_generation.md) [![](https://img.shields.io/badge/3-nerf-062ab)](./tags/nerf.md) [![](https://img.shields.io/badge/3-git-bb15fd)](./tags/git.md) [![](https://img.shields.io/badge/3-art-9acea8)](./tags/art.md) [![](https://img.shields.io/badge/2-training-237124)](./tags/training.md) [![](https://img.shields.io/badge/2-interpretability-f05668)](./tags/interpretability.md) [![](https://img.shields.io/badge/2-model_compression-af803c)](./tags/model_compression.md) [![](https://img.shields.io/badge/2-carp-c6d429)](./tags/carp.md) [![](https://img.shields.io/badge/2-trash-e5c1d4)](./tags/trash.md) [![](https://img.shields.io/badge/2-models-659a8f)](./tags/models.md) [![](https://img.shields.io/badge/2-optimization-cb29b)](./tags/optimization.md) [![](https://img.shields.io/badge/2-coreweave-eadebe)](./tags/coreweave.md) [![](https://img.shields.io/badge/2-notebook-acbc2f)](./tags/notebook.md) [![](https://img.shields.io/badge/2-MILESTONE_POC-42963a)](./tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/2-autobiographical-99d437)](./tags/autobiographical.md) [![](https://img.shields.io/badge/2-discussion-d82abc)](./tags/discussion.md) [![](https://img.shields.io/badge/2-transparency-a4124b)](./tags/transparency.md) [![](https://img.shields.io/badge/1-artisticstyletransfer-4b9e32)](./tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/1-creativity-25a9f1)](./tags/creativity.md) [![](https://img.shields.io/badge/1-deepgenerativemodeling-33b5de)](./tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/1-modeltraining-72fcc)](./tags/modeltraining.md) [![](https://img.shields.io/badge/1-painting-0fcaa)](./tags/painting.md) [![](https://img.shields.io/badge/1-comfy-61717a)](./tags/comfy.md) [![](https://img.shields.io/badge/1-video_series-5f1085)](./tags/video_series.md) [![](https://img.shields.io/badge/1-mechanistic_interpretability-b62aa6)](./tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/1-lora-3bf9ab)](./tags/lora.md) [![](https://img.shields.io/badge/1-gdpr_data_export-617c8)](./tags/gdpr_data_export.md) [![](https://img.shields.io/badge/1-personalization-be57aa)](./tags/personalization.md) [![](https://img.shields.io/badge/1-productivity-da1f33)](./tags/productivity.md) [![](https://img.shields.io/badge/1-best_practices-4a7017)](./tags/best_practices.md) [![](https://img.shields.io/badge/1-engineering-25d3f)](./tags/engineering.md) [![](https://img.shields.io/badge/1-semiotics-2ebd3b)](./tags/semiotics.md) [![](https://img.shields.io/badge/1-synesthesia-12b63)](./tags/synesthesia.md) [![](https://img.shields.io/badge/1-theory-5e3ff5)](./tags/theory.md) [![](https://img.shields.io/badge/1-augmentation-6b1fb)](./tags/augmentation.md) [![](https://img.shields.io/badge/1-heuristics-d93385)](./tags/heuristics.md) [![](https://img.shields.io/badge/1-segmentation-9ab3df)](./tags/segmentation.md) [![](https://img.shields.io/badge/1-svg-5c1fef)](./tags/svg.md) [![](https://img.shields.io/badge/1-nts-1433c8)](./tags/nts.md) [![](https://img.shields.io/badge/1-differentiable_permutation-6685b7)](./tags/differentiable_permutation.md) [![](https://img.shields.io/badge/1-regularization-1d5152)](./tags/regularization.md) [![](https://img.shields.io/badge/1-CNN-e2596)](./tags/CNN.md) [![](https://img.shields.io/badge/1-INR-f1d19f)](./tags/INR.md) [![](https://img.shields.io/badge/1-deep_learning-b6c680)](./tags/deep_learning.md) [![](https://img.shields.io/badge/1-filter_learning-4e6ea)](./tags/filter_learning.md) [![](https://img.shields.io/badge/1-MCMC-8f457a)](./tags/MCMC.md) [![](https://img.shields.io/badge/1-control-f6b493)](./tags/control.md) [![](https://img.shields.io/badge/1-comfyui-517a72)](./tags/comfyui.md) [![](https://img.shields.io/badge/1-ai_ethics-10cdd6)](./tags/ai_ethics.md) [![](https://img.shields.io/badge/1-ethics-1754e4)](./tags/ethics.md) [![](https://img.shields.io/badge/1-fair_use-208450)](./tags/fair_use.md) [![](https://img.shields.io/badge/1-remix_culture-e4f90)](./tags/remix_culture.md) [![](https://img.shields.io/badge/1-RNN-13fda6)](./tags/RNN.md) [![](https://img.shields.io/badge/1-ggml-9fef19)](./tags/ggml.md) [![](https://img.shields.io/badge/1-mobilenet-d4602a)](./tags/mobilenet.md) [![](https://img.shields.io/badge/1-information_geometry-427cd)](./tags/information_geometry.md) [![](https://img.shields.io/badge/1-eleuther-d5a11)](./tags/eleuther.md) [![](https://img.shields.io/badge/1-embeddings-6d71)](./tags/embeddings.md) [![](https://img.shields.io/badge/1-machinelearning-32613c)](./tags/machinelearning.md) [![](https://img.shields.io/badge/1-nlp-5d33f3)](./tags/nlp.md) [![](https://img.shields.io/badge/1-scaling-8ce73b)](./tags/scaling.md) [![](https://img.shields.io/badge/1-ux-8344b1)](./tags/ux.md) [![](https://img.shields.io/badge/1-test-3a4f8e)](./tags/test.md) [![](https://img.shields.io/badge/1-text2image-91514)](./tags/text2image.md) [![](https://img.shields.io/badge/1-text2video-6984a1)](./tags/text2video.md) [![](https://img.shields.io/badge/1-tensorizor-5b6ac0)](./tags/tensorizor.md) [![](https://img.shields.io/badge/1-deepimageprior-95446)](./tags/deepimageprior.md) [![](https://img.shields.io/badge/1-prior-4d8aaa)](./tags/prior.md) [![](https://img.shields.io/badge/1-safety-ad1215)](./tags/safety.md) [![](https://img.shields.io/badge/1-aiethics-8a534c)](./tags/aiethics.md) [![](https://img.shields.io/badge/1-dialogue-94b8ca)](./tags/dialogue.md) [![](https://img.shields.io/badge/1-documentation-f47a18)](./tags/documentation.md) [![](https://img.shields.io/badge/1-standard-9d5b24)](./tags/standard.md) [![](https://img.shields.io/badge/1-career_advice-32f6f2)](./tags/career_advice.md) [![](https://img.shields.io/badge/1-early_adoption-acaf3f)](./tags/early_adoption.md) [![](https://img.shields.io/badge/1-mentoring-f53bfe)](./tags/mentoring.md) [![](https://img.shields.io/badge/1-reddit-da139a)](./tags/reddit.md) [![](https://img.shields.io/badge/1-arxiv-ab4f55)](./tags/arxiv.md) [![](https://img.shields.io/badge/1-citation-c02c21)](./tags/citation.md) [![](https://img.shields.io/badge/1-corrections-2b6571)](./tags/corrections.md) [![](https://img.shields.io/badge/1-credit-1fc54)](./tags/credit.md) [![](https://img.shields.io/badge/1-curation-32c994)](./tags/curation.md) [![](https://img.shields.io/badge/1-discoverability-e5fa6f)](./tags/discoverability.md) [![](https://img.shields.io/badge/1-feed-708555)](./tags/feed.md) [![](https://img.shields.io/badge/1-historyofscience-dc62b7)](./tags/historyofscience.md) [![](https://img.shields.io/badge/1-mastodon-3a20e)](./tags/mastodon.md) [![](https://img.shields.io/badge/1-openreview-e7673c)](./tags/openreview.md) [![](https://img.shields.io/badge/1-paperswithcode-fecb83)](./tags/paperswithcode.md) [![](https://img.shields.io/badge/1-platform-6a156e)](./tags/platform.md) [![](https://img.shields.io/badge/1-reproducibility-4a3565)](./tags/reproducibility.md) [![](https://img.shields.io/badge/1-research-eac1b9)](./tags/research.md) [![](https://img.shields.io/badge/1-retractions-4d35f9)](./tags/retractions.md) [![](https://img.shields.io/badge/1-search-4bcfd8)](./tags/search.md) [![](https://img.shields.io/badge/1-socialmedia-fda5ff)](./tags/socialmedia.md) [![](https://img.shields.io/badge/1-stackoverflow-ff6770)](./tags/stackoverflow.md) [![](https://img.shields.io/badge/1-subscription-4aea2)](./tags/subscription.md) [![](https://img.shields.io/badge/1-twitter-834fc2)](./tags/twitter.md) [![](https://img.shields.io/badge/1-validation-96f021)](./tags/validation.md) [![](https://img.shields.io/badge/1-course-2b1421)](./tags/course.md) [![](https://img.shields.io/badge/1-disunity_of_identity-734214)](./tags/disunity_of_identity.md) [![](https://img.shields.io/badge/1-organization_as_entity-997e5)](./tags/organization_as_entity.md) [![](https://img.shields.io/badge/1-society_of_mind-a9524c)](./tags/society_of_mind.md) [![](https://img.shields.io/badge/1-theory_of_mind-ebbec3)](./tags/theory_of_mind.md) [![](https://img.shields.io/badge/1-ai-112e27)](./tags/ai.md) [![](https://img.shields.io/badge/1-startup-da6994)](./tags/startup.md) [![](https://img.shields.io/badge/1-amazon-d5f6c6)](./tags/amazon.md) [![](https://img.shields.io/badge/1-microsoft-77a0)](./tags/microsoft.md) [![](https://img.shields.io/badge/1-medical_image_analysis-5d9a82)](./tags/medical_image_analysis.md) [![](https://img.shields.io/badge/1-diffusion-aa21fc)](./tags/diffusion.md) [![](https://img.shields.io/badge/1-text-869bd0)](./tags/text.md) [![](https://img.shields.io/badge/1-audio-c4c41f)](./tags/audio.md) [![](https://img.shields.io/badge/1-classification-53417a)](./tags/classification.md) [![](https://img.shields.io/badge/1-text2audio-92ab1c)](./tags/text2audio.md)
 
diff --git a/tags/CNN.md b/tags/CNN.md
index 24df2e21c..9b2a6dede 100644
--- a/tags/CNN.md
+++ b/tags/CNN.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-07-08|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
\ No newline at end of file
+|2023-04-07|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
\ No newline at end of file
diff --git a/tags/INR.md b/tags/INR.md
index 35cfbea9e..9adef90fe 100644
--- a/tags/INR.md
+++ b/tags/INR.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-07-08|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
\ No newline at end of file
+|2023-04-07|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
\ No newline at end of file
diff --git a/tags/MILESTONE_POC.md b/tags/MILESTONE_POC.md
index e9b91bbca..5d1b76f2f 100644
--- a/tags/MILESTONE_POC.md
+++ b/tags/MILESTONE_POC.md
@@ -2,5 +2,5 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-01-29|[alt gh account for blogging w githubb as publication platform](../alt_gh_account_for_blogging.md)|305|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-09-25|[declarative infill](../declarative-infill.md)|748|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
\ No newline at end of file
+|2023-04-07|[alt gh account for blogging w githubb as publication platform](../alt_gh_account_for_blogging.md)|305|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-08-07|[declarative infill](../declarative-infill.md)|748|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
\ No newline at end of file
diff --git a/tags/accessibility.md b/tags/accessibility.md
index 538d7798f..4be87408b 100644
--- a/tags/accessibility.md
+++ b/tags/accessibility.md
@@ -3,9 +3,9 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-04-14|[we need a documentation embedding standard](../doc-embed-standard.md)|2245|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-documentation-957448)](../tags/documentation.md) [![](https://img.shields.io/badge/tag-standard-936135)](../tags/standard.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[`metatron`: simple utility for connecting STT/TTS with apis](../metatron.md)|285|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[TTI cpu inference stack](../TTI-cpu-inference-stack.md)|382|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-01-06|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-10-02|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
+|2023-03-23|[`metatron`: simple utility for connecting STT/TTS with apis](../metatron.md)|285|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-01-27|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-12-19|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
+|2022-11-23|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-09-22|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/alignment.md b/tags/alignment.md
index 9100e4502..b8681a02f 100644
--- a/tags/alignment.md
+++ b/tags/alignment.md
@@ -2,12 +2,12 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-09-23|["prior probing" for "safety"/nsfw scoring (model rating)](../prior_probing.md)|604|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-mechanistic_interpretability-b25b5)](../tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-09-21|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-09-24|["prior probing" for "safety"/nsfw scoring (model rating)](../prior_probing.md)|604|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-mechanistic_interpretability-b25b5)](../tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-09-19|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-07-25|[Social Media and Singularity Theory: Information geometry and society](../social_singularities.md)|5192|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-information_geometry-e33481)](../tags/information_geometry.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
+|2023-04-07|[Bam: Alignment Solved.](../ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md)|
 |2023-04-07|["why do you want to know?"-instruct-esque-fintetuning](../whydoyouwantoknow.md)|1987|[![](https://img.shields.io/badge/tag-aiethics-2229ca)](../tags/aiethics.md) [![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dialogue-3b815)](../tags/dialogue.md) [![](https://img.shields.io/badge/tag-models-3c7f53)](../tags/models.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
 |2023-04-01|[Paranoid Android](../paranoid-android.md)|1666|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2023-03-24|[On Openness in AI](../on_openness_in_ai.md)|517|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
-|2023-03-21|[Bam: Alignment Solved.](../ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md)|
-|2022-10-24|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
-|2022-07-09|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-03-23|[On Openness in AI](../on_openness_in_ai.md)|517|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
+|2022-07-08|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/animation.md b/tags/animation.md
index a024febf3..05744f3c0 100644
--- a/tags/animation.md
+++ b/tags/animation.md
@@ -4,26 +4,26 @@
 |:---|:---|---:|:---|
 |2023-08-04|[prompt2startup](../prompt2startup.md)|1512|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[image to image video game movie](../img2img_video_game_movie.md)|391|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[k-dimensional rotation as an AI art animation](../kd_rotation_as_ai_art_animation.md)|357|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2023-04-07|[sparse-latent-inpainting-interpolation.md](../sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[video caption (chain of thought) to text2video](../video_caption_transfer.md)|410|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-03-15|[klmc2 rotoscoping](../klmc2_rotoscoping.md)|926|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-02-23|[look-ahead traversal sampling](../look-ahead-traversal-sampling.md)|1184|[![](https://img.shields.io/badge/tag-MCMC-394ee4)](../tags/MCMC.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-control-cc5ed7)](../tags/control.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_generation-dd597e)](../tags/image_generation.md)|
-|2023-02-23|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-02-22|[audioreactive tide](../audioreactive_tide.md)|4302|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-02-16|[video edit model + klmc2 + cold-diffusion = text2video](../video-edit-model-over-init-video.md)|1279|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-02-15|[AI-ify bond clown chase scene](../bond_clown_chase_scene.md)|379|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-02-07|[k-dimensional rotation as an AI art animation](../kd_rotation_as_ai_art_animation.md)|357|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2023-01-24|[warp klmc2.md](../warp_klmc2.md)|819|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-12-31|[camera motion diffusion: few-shot finetuning using semantic checkpoint merging](../residual_checkpoint_finetune_for_motion_transfer.md)|838|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-10-19|[sparse-latent-inpainting-interpolation.md](../sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-12-31|[klmc2 rotoscoping](../klmc2_rotoscoping.md)|926|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-12-28|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-09-22|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-08-25|[fully deterministic animation](../fully-deterministic-animation.md)|278|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2022-09-08|[fully deterministic animation](../fully-deterministic-animation.md)|278|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2022-08-15|[animation thing with shadow and 2scoops](../shadow-and2scoops-animation-thing.md)|118|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md)|
-|2022-08-15|[GAUDI-XL](../gaudi-xl.md)|1175|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
 |2022-08-15|[single video sparse quantized auto-encoder](../single_video_sparse_quantized_auto-encoder.md)|556|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md)|
 |2022-08-15|[Design and train a model whose underlying representation was engineered specifically for text guided animation](../image-model-designed-for-clip-guided-animation.md)|404|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md)|
 |2022-08-15|[infinite canvas stylegan-xl](../infinite-canvas-stylegan-xl.md)|776|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-08-07|[design a 'file type' (or related spec/standard)](../filetype-for-ai-art-and-animation.md)|5288|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-08-15|[narrative coherence via 'video understanding' prior](../narrative_coherence_via_video_understanding_prior.md)|185|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md)|
+|2022-08-07|[GAUDI-XL](../gaudi-xl.md)|1175|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
+|2022-08-06|[design a 'file type' (or related spec/standard)](../filetype-for-ai-art-and-animation.md)|5288|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-07-31|[NeRF-GAN / VQ-NeRF for procedural generation](../nerf-gan.md)|314|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-nerf-b5ec2c)](../tags/nerf.md)|
 |2022-07-09|[Train a SinNeRF on an AI-generated animation (e.g. PyTTI)](../train_a_SinNeRF_on_a_pytti_animation.md)|647|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-nerf-b5ec2c)](../tags/nerf.md)|
-|2022-07-09|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-07|[narrative coherence via 'video understanding' prior](../narrative_coherence_via_video_understanding_prior.md)|185|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md)|
\ No newline at end of file
+|2022-07-08|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/art.md b/tags/art.md
index c4dbe19f5..6f69ed35a 100644
--- a/tags/art.md
+++ b/tags/art.md
@@ -4,4 +4,4 @@
 |:---|:---|---:|:---|
 |2023-08-03|[Tattoo Ideas](../ai_art_tattoo_inspo_board.md)|78|[![](https://img.shields.io/badge/tag-art-deeba9)](../tags/art.md)|
 |2023-07-25|[generative outfill](../generative_outfill.md)|116|[![](https://img.shields.io/badge/tag-art-deeba9)](../tags/art.md) [![](https://img.shields.io/badge/tag-notebook-6edb5)](../tags/notebook.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-07-19|[klmc2 as video init](../klmc2_as_video_init.md)|230|[![](https://img.shields.io/badge/tag-art-deeba9)](../tags/art.md)|
\ No newline at end of file
+|2023-07-21|[klmc2 as video init](../klmc2_as_video_init.md)|230|[![](https://img.shields.io/badge/tag-art-deeba9)](../tags/art.md)|
\ No newline at end of file
diff --git a/tags/artisticstyletransfer.md b/tags/artisticstyletransfer.md
index 9b4e12038..f68314210 100644
--- a/tags/artisticstyletransfer.md
+++ b/tags/artisticstyletransfer.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-10-25|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-04-07|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/arxiv.md b/tags/arxiv.md
index d63c7e71c..99b572179 100644
--- a/tags/arxiv.md
+++ b/tags/arxiv.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/autobiographical.md b/tags/autobiographical.md
index 7cd30487b..2d86a89e6 100644
--- a/tags/autobiographical.md
+++ b/tags/autobiographical.md
@@ -2,5 +2,5 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-07-22|[my time at microsoft](../my_time_at_microsoft.md)|1746|[![](https://img.shields.io/badge/tag-amazon-4ed36d)](../tags/amazon.md) [![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-microsoft-e127da)](../tags/microsoft.md)|
-|2023-07-19|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
\ No newline at end of file
+|2023-08-11|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
+|2023-07-22|[my time at microsoft](../my_time_at_microsoft.md)|1746|[![](https://img.shields.io/badge/tag-amazon-4ed36d)](../tags/amazon.md) [![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-microsoft-e127da)](../tags/microsoft.md)|
\ No newline at end of file
diff --git a/tags/career_advice.md b/tags/career_advice.md
index 856490f66..0af115b29 100644
--- a/tags/career_advice.md
+++ b/tags/career_advice.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-07-19|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
\ No newline at end of file
+|2023-08-11|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
\ No newline at end of file
diff --git a/tags/citation.md b/tags/citation.md
index 3624a4438..e3c0ced4b 100644
--- a/tags/citation.md
+++ b/tags/citation.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/colab.md b/tags/colab.md
index 5c9032b49..28870293d 100644
--- a/tags/colab.md
+++ b/tags/colab.md
@@ -2,6 +2,6 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-16|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-02-23|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-07-14|[Tool for Converting Google Colab "Forms" UI annotations to a more environment agnostic framework](../colab-ui-converter.md)|414|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
\ No newline at end of file
+|2022-12-28|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-09-23|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-08-15|[Tool for Converting Google Colab "Forms" UI annotations to a more environment agnostic framework](../colab-ui-converter.md)|414|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
\ No newline at end of file
diff --git a/tags/completed.md b/tags/completed.md
index e98385a88..1d7ee10af 100644
--- a/tags/completed.md
+++ b/tags/completed.md
@@ -5,10 +5,10 @@
 |2023-07-25|[KLMC2 Prompt Entanglement Notebook](../klmc2-prompt-entanglement.md)|869|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-notebook-6edb5)](../tags/notebook.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[Diffusion that respects transparency](../diffusion-that-respects-transparency.md)|246|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-diffusion-7ffa70)](../tags/diffusion.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md)|
 |2023-04-07|[Auto-illustrator](../auto-illustrator.md)|344|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[DINO diffusion](../DINO-diffusion.md)|334|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-nerf-b5ec2c)](../tags/nerf.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[Pre-train and Release ViT-VQGAN and RQ-VAE checkpoints](../pretrained_vit-vqgan_checkpoints.md)|633|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-03-23|[mini RWKV port](../rust_rwkv.md)|778|[![](https://img.shields.io/badge/tag-RNN-8fb3d)](../tags/RNN.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-ggml-8a140)](../tags/ggml.md) [![](https://img.shields.io/badge/tag-mobilenet-83cbca)](../tags/mobilenet.md) [![](https://img.shields.io/badge/tag-model_compression-7fe3bd)](../tags/model_compression.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-02-22|[audioreactive tide](../audioreactive_tide.md)|4302|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
+|2022-11-23|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-09-29|[Predictive Safety for First Responders](../safety-officer.md)|1237|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-09-22|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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diff --git a/tags/corrections.md b/tags/corrections.md
index b3b9ee92d..0b72ed3d6 100644
--- a/tags/corrections.md
+++ b/tags/corrections.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/creativity.md b/tags/creativity.md
index 5555d4c52..cf60057c4 100644
--- a/tags/creativity.md
+++ b/tags/creativity.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-10-25|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-04-07|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/credit.md b/tags/credit.md
index d40b8fc5c..4d2ca09c5 100644
--- a/tags/credit.md
+++ b/tags/credit.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/curation.md b/tags/curation.md
index 04df73a42..9e02a6ac6 100644
--- a/tags/curation.md
+++ b/tags/curation.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/curriculum.md b/tags/curriculum.md
index d9f6b9452..5c554f714 100644
--- a/tags/curriculum.md
+++ b/tags/curriculum.md
@@ -3,5 +3,5 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-08-22|[marble machine X x pytti-tools: video series building up an AI 4 creatives tool piece by piece](../marble_machine_x_pytti-tools.md)|251|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-video_series-32d44f)](../tags/video_series.md)|
-|2023-08-12|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-08-09|[Physics For ML](../physics_for_ml.md)|828|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
\ No newline at end of file
+|2023-08-18|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-02-09|[Physics For ML](../physics_for_ml.md)|828|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
\ No newline at end of file
diff --git a/tags/dataset.md b/tags/dataset.md
index d269b5248..6ea436166 100644
--- a/tags/dataset.md
+++ b/tags/dataset.md
@@ -2,16 +2,16 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-16|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-04-07|[Bam: Alignment Solved.](../ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md)|
 |2023-04-07|[lego diffusion](../lego-diffusion.md)|188|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2023-04-07|[conversational agent to assist with narrative world building](../world-building-agent.md)|285|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
+|2023-04-07|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
 |2023-04-07|[personalized guided meditation](../personalized-guided-meditation.md)|255|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
 |2023-04-07|[Pre-train and Release ViT-VQGAN and RQ-VAE checkpoints](../pretrained_vit-vqgan_checkpoints.md)|633|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-03-23|[Make an NLP dataset out of the Stanford Encyclopedia of Philosophy](../sep_dataset.md)|727|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-03-21|[Bam: Alignment Solved.](../ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md)|
-|2022-10-24|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
+|2022-12-19|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
 |2022-10-24|[micro epoch training](../micro-epoch.md)|733|[![](https://img.shields.io/badge/tag-augmentation-50c04b)](../tags/augmentation.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-heuristics-4072a1)](../tags/heuristics.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md)|
-|2022-10-02|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
 |2022-09-29|[Predictive Safety for First Responders](../safety-officer.md)|1237|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-09-23|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-08-15|[conlang generator](../conlang_lm.md)|267|[![](https://img.shields.io/badge/tag-carp-e8ae48)](../tags/carp.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-07-21|[LAION++ Enriched Dataset](../laion-plus-plus.md)|936|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md)|
\ No newline at end of file
+|2022-07-21|[LAION++ Enriched Dataset](../laion-plus-plus.md)|936|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md)|
+|2022-07-14|[conversational agent to assist with narrative world building](../world-building-agent.md)|285|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
\ No newline at end of file
diff --git a/tags/deep_learning.md b/tags/deep_learning.md
index 469c32a43..2fa82c45a 100644
--- a/tags/deep_learning.md
+++ b/tags/deep_learning.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-07-08|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
\ No newline at end of file
+|2023-04-07|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
\ No newline at end of file
diff --git a/tags/deepgenerativemodeling.md b/tags/deepgenerativemodeling.md
index 7ffc79cfc..90aea60fd 100644
--- a/tags/deepgenerativemodeling.md
+++ b/tags/deepgenerativemodeling.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-10-25|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-04-07|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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diff --git a/tags/discoverability.md b/tags/discoverability.md
index 2487352f4..8d08dd499 100644
--- a/tags/discoverability.md
+++ b/tags/discoverability.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/discussion.md b/tags/discussion.md
index fa9307391..6c163c2f8 100644
--- a/tags/discussion.md
+++ b/tags/discussion.md
@@ -3,4 +3,4 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-04-11|[Private Tutor](../private_tutor.md)|819|[![](https://img.shields.io/badge/tag-ai-e13c2b)](../tags/ai.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-startup-297b32)](../tags/startup.md)|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/disunity_of_identity.md b/tags/disunity_of_identity.md
index 1e6e04b9d..59daea25f 100644
--- a/tags/disunity_of_identity.md
+++ b/tags/disunity_of_identity.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-05-12|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
\ No newline at end of file
+|2023-08-09|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
\ No newline at end of file
diff --git a/tags/early_adoption.md b/tags/early_adoption.md
index a51bc34af..9e6841ff2 100644
--- a/tags/early_adoption.md
+++ b/tags/early_adoption.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-07-19|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
\ No newline at end of file
+|2023-08-11|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
\ No newline at end of file
diff --git a/tags/education.md b/tags/education.md
index 5afe00809..656529803 100644
--- a/tags/education.md
+++ b/tags/education.md
@@ -3,6 +3,6 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-12-01|[use TTI generation exercises to teach visual vocabulary](../tti-for-visual-vocab.md)|218|[![](https://img.shields.io/badge/tag-course-82f6b0)](../tags/course.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md)|
-|2023-08-12|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-08-09|[Physics For ML](../physics_for_ml.md)|828|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-04-11|[Private Tutor](../private_tutor.md)|819|[![](https://img.shields.io/badge/tag-ai-e13c2b)](../tags/ai.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-startup-297b32)](../tags/startup.md)|
\ No newline at end of file
+|2023-08-18|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-11|[Private Tutor](../private_tutor.md)|819|[![](https://img.shields.io/badge/tag-ai-e13c2b)](../tags/ai.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-startup-297b32)](../tags/startup.md)|
+|2023-02-09|[Physics For ML](../physics_for_ml.md)|828|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
\ No newline at end of file
diff --git a/tags/experimental.md b/tags/experimental.md
index 0ef2a31d7..f61cb11de 100644
--- a/tags/experimental.md
+++ b/tags/experimental.md
@@ -2,75 +2,75 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2024-01-14|[Diffusion Video Models for Climate Change Prediction](../diffusion-video-climate-change.md)|815|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md)|
-|2023-09-23|["prior probing" for "safety"/nsfw scoring (model rating)](../prior_probing.md)|604|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-mechanistic_interpretability-b25b5)](../tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-09-21|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-09-01|[product thinking AI](../product_thinking_ai.md)|14400|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2024-01-14|[Diffusion Video Models for Climate Change Prediction](../diffusion-video-climate-change.md)|912|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md)|
+|2023-09-24|["prior probing" for "safety"/nsfw scoring (model rating)](../prior_probing.md)|604|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-mechanistic_interpretability-b25b5)](../tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-09-19|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-08-09|[auto green screen](../auto-green-screen.md)|176|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-08-04|[prompt2startup](../prompt2startup.md)|1512|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-08-02|[Notes on differentiable permutations](../differentiable_permutations.md)|1241|[![](https://img.shields.io/badge/tag-differentiable_permutation-43d799)](../tags/differentiable_permutation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-regularization-98b52b)](../tags/regularization.md)|
 |2023-08-01|[simulating regional neuronal promotion/suppression in ANN activations](../dnn_with_promoter_suppression_dynamics.md)|721|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2023-07-25|[checkpoint-to-LoRA](../checkpoint2LoRA.md)|356|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-07-25|[Palette of Priors](../palette_of_priors.md)|533|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-lora-76bb24)](../tags/lora.md)|
-|2023-07-16|[denoising gradient descent](../sgd_as_descent.md)|91|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2023-07-25|[checkpoint-to-LoRA](../checkpoint2LoRA.md)|356|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-07-25|[denoising gradient descent](../sgd_as_descent.md)|91|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2023-07-14|[CLIP ReLoRA](../clip_relora.md)|141|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-07-10|[cycle refinement as mode finding (via fixed point iteration/annealing)](../cycle_refinement_as_modefinding.md)|506|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-text2image-3f3dc3)](../tags/text2image.md) [![](https://img.shields.io/badge/tag-text2video-cdef47)](../tags/text2video.md)|
 |2023-07-07|[attribution distillation/tuning](../attribution_tuning.md)|204|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-model_compression-7fe3bd)](../tags/model_compression.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-06-23|[Seed differentiable vectorization with paths inferred from semantic segmentation](../vectorize_anything.md)|768|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-segmentation-95bed6)](../tags/segmentation.md) [![](https://img.shields.io/badge/tag-svg-1743a)](../tags/svg.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-25|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
+|2023-04-24|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
 |2023-04-23|[twin mixing bootstrap regularization](../twin_mixing_dropout.md)|897|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-scaling-35d2ce)](../tags/scaling.md)|
-|2023-04-16|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[diegetic classifier](../diegetic-classifier.md)|381|[![](https://img.shields.io/badge/tag-audio-a3de36)](../tags/audio.md) [![](https://img.shields.io/badge/tag-classification-926797)](../tags/classification.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-text2audio-e2ec85)](../tags/text2audio.md)|
-|2023-04-07|[xpost reddit comments to twitter threads](../reddit2twitter.md)|387|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[dreambooth lite](../dreambooth-lite.md)|421|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[minibatch bootstrapped gradients](../minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[finetune a segmentation model on a medical classification task](../finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-medical_image_analysis-c9145c)](../tags/medical_image_analysis.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-04-07|[Bam: Alignment Solved.](../ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md)|
 |2023-04-07|[lego diffusion](../lego-diffusion.md)|188|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2023-04-07|[karlo + DIP](../karlo-dip.md)|358|[![](https://img.shields.io/badge/tag-deepimageprior-1ee399)](../tags/deepimageprior.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_generation-dd597e)](../tags/image_generation.md) [![](https://img.shields.io/badge/tag-prior-49fd1a)](../tags/prior.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[conversational agent to assist with narrative world building](../world-building-agent.md)|285|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
+|2023-04-07|[hyper-embedding](../hyperembedding.md)|325|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[k-dimensional rotation as an AI art animation](../kd_rotation_as_ai_art_animation.md)|357|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2023-04-07|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
 |2023-04-07|[Scale-Agnostic VQGAN](../scale-agnostic_VQGAN.md)|387|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_generation-dd597e)](../tags/image_generation.md)|
+|2023-04-07|[Denser CLIP representations](../denser-CLIP.md)|558|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[Fast Fourier Convolution FlexConv](../FFC-Flexconv.md)|297|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[personalized guided meditation](../personalized-guided-meditation.md)|255|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
 |2023-04-07|[DINO diffusion](../DINO-diffusion.md)|334|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-nerf-b5ec2c)](../tags/nerf.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[CLIP with RWKV replacing QKV](../RWKV-CLIP.md)|159|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2023-04-07|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
 |2023-04-07|[video caption (chain of thought) to text2video](../video_caption_transfer.md)|410|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[Fingertrip tracking for hardware-free gloving practice](../fingertrip_tracking_for_hardware_free_gloveing_practice.md)|275|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-04|[Quorum](../quorum.md)|379|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2023-04-07|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-03|[Quorum](../quorum.md)|379|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2023-04-03|[parallel diffusion](../parallel-diffusion.md)|1209|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2023-04-01|[Paranoid Android](../paranoid-android.md)|1666|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2023-03-24|[accelerated finetuning with "menu of marginals"](../menu_of_marginals.md)|694|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2023-03-23|[product thinking AI](../product_thinking_ai.md)|14400|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-03-23|[mini RWKV port](../rust_rwkv.md)|778|[![](https://img.shields.io/badge/tag-RNN-8fb3d)](../tags/RNN.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-ggml-8a140)](../tags/ggml.md) [![](https://img.shields.io/badge/tag-mobilenet-83cbca)](../tags/mobilenet.md) [![](https://img.shields.io/badge/tag-model_compression-7fe3bd)](../tags/model_compression.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-03-21|[Bam: Alignment Solved.](../ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md)|
-|2023-03-15|[Internal team of Open Source devs as mechanism to promote benefits of open source development practices on non-open codebase](../store_walker.md)|3762|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
-|2023-03-15|[klmc2 rotoscoping](../klmc2_rotoscoping.md)|926|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-03-16|[Internal team of Open Source devs as mechanism to promote benefits of open source development practices on non-open codebase](../store_walker.md)|3762|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
 |2023-02-23|[look-ahead traversal sampling](../look-ahead-traversal-sampling.md)|1184|[![](https://img.shields.io/badge/tag-MCMC-394ee4)](../tags/MCMC.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-control-cc5ed7)](../tags/control.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_generation-dd597e)](../tags/image_generation.md)|
-|2023-02-23|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-02-22|[audioreactive tide](../audioreactive_tide.md)|4302|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-02-15|[AI-ify bond clown chase scene](../bond_clown_chase_scene.md)|379|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-02-07|[k-dimensional rotation as an AI art animation](../kd_rotation_as_ai_art_animation.md)|357|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2022-12-31|[camera motion diffusion: few-shot finetuning using semantic checkpoint merging](../residual_checkpoint_finetune_for_motion_transfer.md)|838|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-12-26|[hyper-embedding](../hyperembedding.md)|325|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-12-31|[klmc2 rotoscoping](../klmc2_rotoscoping.md)|926|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-12-28|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-12-21|[Test-Driven Development as a programming language: prompting an entire software library.](../tdd_is_2_op.md)|804|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-11-29|[stick-breaking prior for semi-correlated feature initialization](../stickbreaking-init.md)|633|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-10-25|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-10-24|[multimae +text](../multimae_w_text.md)|479|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-text-418eb4)](../tags/text.md)|
-|2022-10-24|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
+|2022-10-28|[minibatch bootstrapped gradients](../minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-10-28|[multimae +text](../multimae_w_text.md)|479|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-text-418eb4)](../tags/text.md)|
 |2022-10-20|[random batch + random average for massive asynchronous data-parallel training](../async-evolutionary-ddp.md)|3694|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-10-05|[dreambooth lite](../dreambooth-lite.md)|421|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-10-01|[Expectation regularized diffusion process](../expectation-regularized-diffusion.md)|952|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-09-25|[declarative infill](../declarative-infill.md)|748|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2022-09-23|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-09-08|[fully deterministic animation](../fully-deterministic-animation.md)|278|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2022-09-08|[differentiable control flow parameterizations](../differentiable-control-flow-parameterizations.md)|713|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-08-25|[fully deterministic animation](../fully-deterministic-animation.md)|278|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2022-08-15|[conlang generator](../conlang_lm.md)|267|[![](https://img.shields.io/badge/tag-carp-e8ae48)](../tags/carp.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2022-08-15|[Deep Image Prior with a UNet whose conv kernels are FlexConvs](../FlexConv_DIP.md)|123|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2022-08-15|[code2commit learning](../code2commit-learning.md)|466|[![](https://img.shields.io/badge/tag-carp-e8ae48)](../tags/carp.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
-|2022-08-15|[GAUDI-XL](../gaudi-xl.md)|1175|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
-|2022-08-15|[Inverse Heat Dissipation Model with FlexConvs](../IHDM_with_FlexConvs.md)|1001|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2022-08-15|[Layer-wise Super Resolution](../layerwise-and-objectwise-inpainting-and-super-resolution.md)|2118|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2022-08-15|[RETRO-ViT](../RETRO-ViT.md)|1572|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
 |2022-08-15|[infinite canvas stylegan-xl](../infinite-canvas-stylegan-xl.md)|776|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-08-15|[personalized VQVAE](../personalized-vqvae.md)|519|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-08-15|[Deep DSL](../multistage-unsupervised-deep-DSL-learning-from-prompts-data.md)|4090|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-07-14|[Layer-wise Super Resolution](../layerwise-and-objectwise-inpainting-and-super-resolution.md)|2118|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-07-09|[Deep Image Prior with a UNet whose conv kernels are FlexConvs](../FlexConv_DIP.md)|123|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-07-09|[Denser CLIP representations](../denser-CLIP.md)|558|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-09|[learning image segmentation from a colorization task](../learning_image_segmentation_from_a_colorization_task.md)|216|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
-|2022-07-08|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
-|2022-07-06|[finetune a segmentation model on a medical classification task](../finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-medical_image_analysis-c9145c)](../tags/medical_image_analysis.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-07-05|[implicit CNN filters](../implicit-cnn-filters.md)|329|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-04|[RETRO-ViT](../RETRO-ViT.md)|1572|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
\ No newline at end of file
+|2022-08-15|[personalized VQVAE](../personalized-vqvae.md)|519|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-08-07|[GAUDI-XL](../gaudi-xl.md)|1175|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
+|2022-08-07|[declarative infill](../declarative-infill.md)|748|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2022-08-04|[xpost reddit comments to twitter threads](../reddit2twitter.md)|387|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-07-14|[conversational agent to assist with narrative world building](../world-building-agent.md)|285|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
+|2022-07-08|[Inverse Heat Dissipation Model with FlexConvs](../IHDM_with_FlexConvs.md)|1001|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2022-07-06|[learning image segmentation from a colorization task](../learning_image_segmentation_from_a_colorization_task.md)|216|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md)|
+|2022-07-05|[implicit CNN filters](../implicit-cnn-filters.md)|329|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/feed.md b/tags/feed.md
index 9021675c9..bc6888683 100644
--- a/tags/feed.md
+++ b/tags/feed.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
diff --git a/tags/filter_learning.md b/tags/filter_learning.md
index 8966c9ab8..4d6430e0b 100644
--- a/tags/filter_learning.md
+++ b/tags/filter_learning.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-07-08|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
\ No newline at end of file
+|2023-04-07|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-1dc0d1)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-4d5a4)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-e168be)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-96f12e)](../tags/filter_learning.md)|
\ No newline at end of file
diff --git a/tags/foundation.md b/tags/foundation.md
index 5bfd50b4c..8de57c0f0 100644
--- a/tags/foundation.md
+++ b/tags/foundation.md
@@ -2,10 +2,10 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-09-01|[product thinking AI](../product_thinking_ai.md)|14400|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-03-23|[product thinking AI](../product_thinking_ai.md)|14400|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-02-15|[AI-ify bond clown chase scene](../bond_clown_chase_scene.md)|379|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-12-19|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
 |2022-10-20|[random batch + random average for massive asynchronous data-parallel training](../async-evolutionary-ddp.md)|3694|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-10-02|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
 |2022-08-15|[code2commit learning](../code2commit-learning.md)|466|[![](https://img.shields.io/badge/tag-carp-e8ae48)](../tags/carp.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
-|2022-08-15|[multimodal model trained on comicbooks](../multimodal-model-trained-on-comicbooks.md)|402|[![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
-|2022-08-15|[GAUDI-XL](../gaudi-xl.md)|1175|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
\ No newline at end of file
+|2022-08-07|[GAUDI-XL](../gaudi-xl.md)|1175|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
+|2022-07-21|[multimodal model trained on comicbooks](../multimodal-model-trained-on-comicbooks.md)|402|[![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md)|
\ No newline at end of file
diff --git a/tags/from_issue.md b/tags/from_issue.md
index 1847bff8e..e0f91a165 100644
--- a/tags/from_issue.md
+++ b/tags/from_issue.md
@@ -4,9 +4,9 @@
 |:---|:---|---:|:---|
 |2023-11-29|[Van gogh lora](../Van_gogh_lora.md)|149|[![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md)|
 |2023-09-19|[photo auto organizer](../photo_auto_organizer_.md)|195|[![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md)|
-|2023-08-13|[Ai art methods masterclass](../Ai_art_methods_masterclass.md)|295|[![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md)|
-|2023-08-12|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-08-18|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-08-06|[Graph analytics on checkpoints](../Graph_analytics_on_checkpoints.md)|280|[![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-test-be4650)](../tags/test.md)|
+|2023-08-04|[Ai art methods masterclass](../Ai_art_methods_masterclass.md)|295|[![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md)|
 |2023-07-25|[Stego db](../Stego_db.md)|136|[![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md)|
 |2023-07-25|[Yaml-state](../Yaml-state.md)|167|[![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md)|
 |2023-07-25|[Self-serve data lake](../Self-serve_data_lake.md)|315|[![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md)|
diff --git a/tags/git.md b/tags/git.md
index a3ab7114d..a2667f8db 100644
--- a/tags/git.md
+++ b/tags/git.md
@@ -3,5 +3,5 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-08-09|[git-tree](../git-tree.md)|120|[![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/historyofscience.md b/tags/historyofscience.md
index 7edcd7bd2..396cbf93f 100644
--- a/tags/historyofscience.md
+++ b/tags/historyofscience.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/image_processing.md b/tags/image_processing.md
index eb1b5f7bf..513b22a07 100644
--- a/tags/image_processing.md
+++ b/tags/image_processing.md
@@ -3,5 +3,5 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-04-07|[Diffusion that respects transparency](../diffusion-that-respects-transparency.md)|246|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-diffusion-7ffa70)](../tags/diffusion.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md)|
-|2022-10-25|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-06|[finetune a segmentation model on a medical classification task](../finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-medical_image_analysis-c9145c)](../tags/medical_image_analysis.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
\ No newline at end of file
+|2023-04-07|[finetune a segmentation model on a medical classification task](../finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-medical_image_analysis-c9145c)](../tags/medical_image_analysis.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-04-07|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/interpretability.md b/tags/interpretability.md
index 4cec71a7b..76f352025 100644
--- a/tags/interpretability.md
+++ b/tags/interpretability.md
@@ -2,5 +2,5 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-09-21|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-09-19|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-08-02|[Notes on differentiable permutations](../differentiable_permutations.md)|1241|[![](https://img.shields.io/badge/tag-differentiable_permutation-43d799)](../tags/differentiable_permutation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-regularization-98b52b)](../tags/regularization.md)|
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diff --git a/tags/mastodon.md b/tags/mastodon.md
index 50adad481..5bceaadec 100644
--- a/tags/mastodon.md
+++ b/tags/mastodon.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/mechanistic_interpretability.md b/tags/mechanistic_interpretability.md
index af6af704d..fcf895872 100644
--- a/tags/mechanistic_interpretability.md
+++ b/tags/mechanistic_interpretability.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-09-23|["prior probing" for "safety"/nsfw scoring (model rating)](../prior_probing.md)|604|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-mechanistic_interpretability-b25b5)](../tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-09-24|["prior probing" for "safety"/nsfw scoring (model rating)](../prior_probing.md)|604|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-mechanistic_interpretability-b25b5)](../tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/medical_image_analysis.md b/tags/medical_image_analysis.md
index c47dfda7d..c7d3a3411 100644
--- a/tags/medical_image_analysis.md
+++ b/tags/medical_image_analysis.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-07-06|[finetune a segmentation model on a medical classification task](../finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-medical_image_analysis-c9145c)](../tags/medical_image_analysis.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
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+|2023-04-07|[finetune a segmentation model on a medical classification task](../finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-medical_image_analysis-c9145c)](../tags/medical_image_analysis.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
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diff --git a/tags/mentoring.md b/tags/mentoring.md
index 14f419fb6..61e423be7 100644
--- a/tags/mentoring.md
+++ b/tags/mentoring.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-07-19|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
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+|2023-08-11|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
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diff --git a/tags/meta.md b/tags/meta.md
index e12159cfe..914201a2c 100644
--- a/tags/meta.md
+++ b/tags/meta.md
@@ -2,11 +2,11 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-16|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[content helping people understand klmc2](../explaining_klmc2.md)|414|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[Bam: Alignment Solved.](../ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md)|
 |2023-04-07|[Relevance map](../Relevance_map.md)|579|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-03-21|[Bam: Alignment Solved.](../ezmode_alignment.md)|2166|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md)|
 |2023-03-09|[Is "Idea Factory" a job title?](../idea_factory.md)|178|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-02-17|[content helping people understand klmc2](../explaining_klmc2.md)|414|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-02-16|[video edit model + klmc2 + cold-diffusion = text2video](../video-edit-model-over-init-video.md)|1279|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-01-29|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-02-05|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-09-23|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-08-15|[turn this into a template](../benchwarmers-template.md)|186|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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diff --git a/tags/modeltraining.md b/tags/modeltraining.md
index e750e5dd7..95c35b799 100644
--- a/tags/modeltraining.md
+++ b/tags/modeltraining.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-10-25|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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+|2023-04-07|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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diff --git a/tags/open_source.md b/tags/open_source.md
index 6c32121ac..28897c14e 100644
--- a/tags/open_source.md
+++ b/tags/open_source.md
@@ -5,5 +5,5 @@
 |2023-12-26|[BiaB: Business in a Bottle](../business-in-a-bottle.md)|124|[![](https://img.shields.io/badge/tag-coreweave-d46ff4)](../tags/coreweave.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-11-29|[publish pre-tensorized checkpoints](../huggingface_tensorized.md)|76|[![](https://img.shields.io/badge/tag-coreweave-d46ff4)](../tags/coreweave.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-tensorizor-faa2fc)](../tags/tensorizor.md)|
 |2023-07-14|[CLIP ReLoRA](../clip_relora.md)|141|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-04-25|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
+|2023-04-24|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
 |2022-09-22|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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diff --git a/tags/openreview.md b/tags/openreview.md
index 5730a370f..691795c13 100644
--- a/tags/openreview.md
+++ b/tags/openreview.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/optimization.md b/tags/optimization.md
index a0d7b653d..cbd6dc870 100644
--- a/tags/optimization.md
+++ b/tags/optimization.md
@@ -3,4 +3,4 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-04-23|[twin mixing bootstrap regularization](../twin_mixing_dropout.md)|897|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-scaling-35d2ce)](../tags/scaling.md)|
-|2023-04-07|[minibatch bootstrapped gradients](../minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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+|2022-10-28|[minibatch bootstrapped gradients](../minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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diff --git a/tags/organization_as_entity.md b/tags/organization_as_entity.md
index 9c30f595a..35af5ad83 100644
--- a/tags/organization_as_entity.md
+++ b/tags/organization_as_entity.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-05-12|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
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+|2023-08-09|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
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diff --git a/tags/painting.md b/tags/painting.md
index d17c7b515..3c5118ea5 100644
--- a/tags/painting.md
+++ b/tags/painting.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-10-25|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-04-07|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/paperswithcode.md b/tags/paperswithcode.md
index 79517689e..aece01734 100644
--- a/tags/paperswithcode.md
+++ b/tags/paperswithcode.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/philosophy.md b/tags/philosophy.md
index f5ead854f..3678db34e 100644
--- a/tags/philosophy.md
+++ b/tags/philosophy.md
@@ -3,7 +3,7 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-08-12|[Think Like a Neural Network: Transferring neural problem solving strategies for every day life](../think_like_an_ann.md)|1005|[![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
+|2023-08-09|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
 |2023-08-04|[ethics of training on public data](../ethics_of_public_data.md)|129|[![](https://img.shields.io/badge/tag-ai_ethics-36f98)](../tags/ai_ethics.md) [![](https://img.shields.io/badge/tag-ethics-3a9a4f)](../tags/ethics.md) [![](https://img.shields.io/badge/tag-fair_use-d9f12f)](../tags/fair_use.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-remix_culture-fe76cf)](../tags/remix_culture.md)|
 |2023-07-25|[Social Media and Singularity Theory: Information geometry and society](../social_singularities.md)|5192|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-information_geometry-e33481)](../tags/information_geometry.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-05-12|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
-|2023-01-29|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-02-05|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/platform.md b/tags/platform.md
index a2c2aaa7a..36e9aef91 100644
--- a/tags/platform.md
+++ b/tags/platform.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/prompting.md b/tags/prompting.md
index fa1f16570..fdd379a5e 100644
--- a/tags/prompting.md
+++ b/tags/prompting.md
@@ -4,22 +4,22 @@
 |:---|:---|---:|:---|
 |2023-08-04|[prompt2startup](../prompt2startup.md)|1512|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-07-25|[KLMC2 Prompt Entanglement Notebook](../klmc2-prompt-entanglement.md)|869|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-notebook-6edb5)](../tags/notebook.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-16|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[image to image video game movie](../img2img_video_game_movie.md)|391|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[Auto-illustrator](../auto-illustrator.md)|344|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[conversational agent to assist with narrative world building](../world-building-agent.md)|285|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
+|2023-04-07|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
+|2023-04-07|[sparse-latent-inpainting-interpolation.md](../sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[personalized guided meditation](../personalized-guided-meditation.md)|255|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
 |2023-04-07|[Pre-train and Release ViT-VQGAN and RQ-VAE checkpoints](../pretrained_vit-vqgan_checkpoints.md)|633|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[video caption (chain of thought) to text2video](../video_caption_transfer.md)|410|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[Relevance map](../Relevance_map.md)|579|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-04|[~~auto-coder~~TROTFO: structured LLM colaboration](../auto-coder.md)|1223|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-03-29|[P+ prompt inversion](../p_plus_inversion.md)|405|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-02-25|[[vktrs] USCSB -> SD](../vktrs_uscsb_sd.md)|265|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
-|2023-02-23|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-02-23|[[vktrs] USCSB -> SD](../vktrs_uscsb_sd.md)|265|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
+|2022-12-28|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-12-21|[Test-Driven Development as a programming language: prompting an entire software library.](../tdd_is_2_op.md)|804|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-10-24|[multimae +text](../multimae_w_text.md)|479|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-text-418eb4)](../tags/text.md)|
-|2022-10-24|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
-|2022-10-19|[sparse-latent-inpainting-interpolation.md](../sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-10-28|[multimae +text](../multimae_w_text.md)|479|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-text-418eb4)](../tags/text.md)|
+|2022-09-23|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-09-22|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-08-15|[Deep DSL](../multistage-unsupervised-deep-DSL-learning-from-prompts-data.md)|4090|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-08-08|[Grimoire: Prompting Toolbox](../grimoire.md)|1371|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
\ No newline at end of file
+|2022-08-07|[Grimoire: Prompting Toolbox](../grimoire.md)|1371|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-07-14|[conversational agent to assist with narrative world building](../world-building-agent.md)|285|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md)|
\ No newline at end of file
diff --git a/tags/public_good.md b/tags/public_good.md
index d00daa2bd..c3d16fd06 100644
--- a/tags/public_good.md
+++ b/tags/public_good.md
@@ -2,10 +2,10 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2024-01-14|[Diffusion Video Models for Climate Change Prediction](../diffusion-video-climate-change.md)|815|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md)|
+|2024-01-14|[Diffusion Video Models for Climate Change Prediction](../diffusion-video-climate-change.md)|912|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md)|
 |2023-12-26|[BiaB: Business in a Bottle](../business-in-a-bottle.md)|124|[![](https://img.shields.io/badge/tag-coreweave-d46ff4)](../tags/coreweave.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-11-29|[publish pre-tensorized checkpoints](../huggingface_tensorized.md)|76|[![](https://img.shields.io/badge/tag-coreweave-d46ff4)](../tags/coreweave.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-tensorizor-faa2fc)](../tags/tensorizor.md)|
 |2023-09-27|[publish a journal as a github repo](../journal_as_github.md)|304|[![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-08-22|[marble machine X x pytti-tools: video series building up an AI 4 creatives tool piece by piece](../marble_machine_x_pytti-tools.md)|251|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-video_series-32d44f)](../tags/video_series.md)|
 |2023-08-22|[Nonprofit to support FOSS devs](../nonprofit_to_support_foss_devs.md)|2000|[![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md)|
-|2023-08-12|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-08-18|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/publication.md b/tags/publication.md
index 2f2c0a5da..2f28b6a16 100644
--- a/tags/publication.md
+++ b/tags/publication.md
@@ -3,25 +3,25 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-09-27|[publish a journal as a github repo](../journal_as_github.md)|304|[![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-09-21|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-09-19|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-08-31|[(draft) vktrs design whitepaper](../vktrs_design_whitepaper.md)|1134|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-08-22|[marble machine X x pytti-tools: video series building up an AI 4 creatives tool piece by piece](../marble_machine_x_pytti-tools.md)|251|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-video_series-32d44f)](../tags/video_series.md)|
-|2023-08-12|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-08-18|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-08-12|[Think Like a Neural Network: Transferring neural problem solving strategies for every day life](../think_like_an_ann.md)|1005|[![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-08-09|[Physics For ML](../physics_for_ml.md)|828|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-07-25|[Social Media and Singularity Theory: Information geometry and society](../social_singularities.md)|5192|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-information_geometry-e33481)](../tags/information_geometry.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-07-14|[Technical Constraints Considered Harmful.](../constraints_considered_hazardous.md)|177|[![](https://img.shields.io/badge/tag-best_practices-e839f4)](../tags/best_practices.md) [![](https://img.shields.io/badge/tag-engineering-b08442)](../tags/engineering.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-07-14|[CLIP ReLoRA](../clip_relora.md)|141|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-07-10|[cycle refinement as mode finding (via fixed point iteration/annealing)](../cycle_refinement_as_modefinding.md)|506|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-text2image-3f3dc3)](../tags/text2image.md) [![](https://img.shields.io/badge/tag-text2video-cdef47)](../tags/text2video.md)|
 |2023-07-07|[attribution distillation/tuning](../attribution_tuning.md)|204|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-model_compression-7fe3bd)](../tags/model_compression.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-06-22|[(draft) vktrs design whitepaper](../vktrs_design_whitepaper.md)|1134|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
-|2023-04-07|[gh as blogging platform](../gh_as_blogging_platform.md)|520|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[alt gh account for blogging w githubb as publication platform](../alt_gh_account_for_blogging.md)|305|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
 |2023-04-07|[Relevance map](../Relevance_map.md)|579|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-03-24|[On Openness in AI](../on_openness_in_ai.md)|517|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
+|2023-03-23|[On Openness in AI](../on_openness_in_ai.md)|517|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
 |2023-03-23|[Make an NLP dataset out of the Stanford Encyclopedia of Philosophy](../sep_dataset.md)|727|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-02-22|[audioreactive tide](../audioreactive_tide.md)|4302|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-01-29|[alt gh account for blogging w githubb as publication platform](../alt_gh_account_for_blogging.md)|305|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-02-09|[Physics For ML](../physics_for_ml.md)|828|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
 |2023-01-20|[On Paperclip Problems](../on_paperclip_problems.md)|30222|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2023-01-15|[The Shape Of Data](../the_shape_of_data.md)|22991|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
-|2022-10-24|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
+|2023-01-18|[gh as blogging platform](../gh_as_blogging_platform.md)|520|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-12-29|[The Shape Of Data](../the_shape_of_data.md)|22991|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md)|
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
 |2022-09-29|[Predictive Safety for First Responders](../safety-officer.md)|1237|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/publicgood.md b/tags/publicgood.md
index ccdcc990d..319d7dc47 100644
--- a/tags/publicgood.md
+++ b/tags/publicgood.md
@@ -2,14 +2,14 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-16|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[xpost reddit comments to twitter threads](../reddit2twitter.md)|387|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-03-24|[On Openness in AI](../on_openness_in_ai.md)|517|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
+|2023-04-07|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
+|2023-03-23|[On Openness in AI](../on_openness_in_ai.md)|517|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
 |2023-02-16|[video edit model + klmc2 + cold-diffusion = text2video](../video-edit-model-over-init-video.md)|1279|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-01-06|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-10-24|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
-|2022-10-02|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
+|2023-01-27|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-12-19|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md)|
+|2022-11-23|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-09-29|[Predictive Safety for First Responders](../safety-officer.md)|1237|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-09-23|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-09-09|[Free to mint nfts with Github + PGP](../free-to-mint-nfts_git_plus_pgp.md)|2101|[![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-09|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2022-08-04|[xpost reddit comments to twitter threads](../reddit2twitter.md)|387|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-07-08|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/reddit.md b/tags/reddit.md
index b21476d28..79383c66a 100644
--- a/tags/reddit.md
+++ b/tags/reddit.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-07-19|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
\ No newline at end of file
+|2023-08-11|[Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD](../early_adoption_and_fomo.md)|3431|[![](https://img.shields.io/badge/tag-autobiographical-c456a9)](../tags/autobiographical.md) [![](https://img.shields.io/badge/tag-career_advice-d7de4b)](../tags/career_advice.md) [![](https://img.shields.io/badge/tag-early_adoption-e54ba1)](../tags/early_adoption.md) [![](https://img.shields.io/badge/tag-mentoring-426a5f)](../tags/mentoring.md) [![](https://img.shields.io/badge/tag-reddit-e3b2c7)](../tags/reddit.md)|
\ No newline at end of file
diff --git a/tags/reproducibility.md b/tags/reproducibility.md
index 14c9cecb6..85de61eb5 100644
--- a/tags/reproducibility.md
+++ b/tags/reproducibility.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/research.md b/tags/research.md
index f53e46c93..0d483d66b 100644
--- a/tags/research.md
+++ b/tags/research.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/retractions.md b/tags/retractions.md
index 119a13a2e..f852ebf25 100644
--- a/tags/retractions.md
+++ b/tags/retractions.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/safety.md b/tags/safety.md
index 1f60cd142..dca30b8b0 100644
--- a/tags/safety.md
+++ b/tags/safety.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-09-21|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-09-19|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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diff --git a/tags/search.md b/tags/search.md
index 1ecd6d76b..25788935f 100644
--- a/tags/search.md
+++ b/tags/search.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/semiotics.md b/tags/semiotics.md
index 3f64ddc47..3810b5a96 100644
--- a/tags/semiotics.md
+++ b/tags/semiotics.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-01-29|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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+|2023-02-05|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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diff --git a/tags/socialmedia.md b/tags/socialmedia.md
index 625438b2f..873045ab8 100644
--- a/tags/socialmedia.md
+++ b/tags/socialmedia.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/society_of_mind.md b/tags/society_of_mind.md
index ed9e757bf..2aa286fff 100644
--- a/tags/society_of_mind.md
+++ b/tags/society_of_mind.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-05-12|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
\ No newline at end of file
+|2023-08-09|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
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diff --git a/tags/stability.md b/tags/stability.md
index 482ebf390..49abc4ba5 100644
--- a/tags/stability.md
+++ b/tags/stability.md
@@ -2,14 +2,14 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-25|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
-|2023-04-16|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-04-24|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
+|2023-04-07|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
 |2023-04-07|[TTI cpu inference stack](../TTI-cpu-inference-stack.md)|382|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[Relevance map](../Relevance_map.md)|579|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-03-16|[Internal team of Open Source devs as mechanism to promote benefits of open source development practices on non-open codebase](../store_walker.md)|3762|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
 |2023-03-15|[Git Utilities to simulate Github "Private Branch" functionality](../git_private_branch_utils.md)|1517|[![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-03-15|[Internal team of Open Source devs as mechanism to promote benefits of open source development practices on non-open codebase](../store_walker.md)|3762|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
 |2023-02-16|[video edit model + klmc2 + cold-diffusion = text2video](../video-edit-model-over-init-video.md)|1279|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-01-06|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-10-24|[data science project investigating "language acquisition" for TTI prompting](../tti_language_aqcuisition.md)|1319|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
+|2023-01-27|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-10-01|[Expectation regularized diffusion process](../expectation-regularized-diffusion.md)|952|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-09-23|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-07-14|[registered datasets for stability compute](../registered-datasets-for-sstability-compute.md)|284|[![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md)|
\ No newline at end of file
diff --git a/tags/stackoverflow.md b/tags/stackoverflow.md
index 0dc203ea5..8e7ac3f17 100644
--- a/tags/stackoverflow.md
+++ b/tags/stackoverflow.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/subscription.md b/tags/subscription.md
index df49ea7ce..6f85188f4 100644
--- a/tags/subscription.md
+++ b/tags/subscription.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/synesthesia.md b/tags/synesthesia.md
index 9d650bdab..f3a0f26ef 100644
--- a/tags/synesthesia.md
+++ b/tags/synesthesia.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-01-29|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-02-05|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/text.md b/tags/text.md
index 77a0ff1c3..7cd40a056 100644
--- a/tags/text.md
+++ b/tags/text.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-10-24|[multimae +text](../multimae_w_text.md)|479|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-text-418eb4)](../tags/text.md)|
\ No newline at end of file
+|2022-10-28|[multimae +text](../multimae_w_text.md)|479|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-text-418eb4)](../tags/text.md)|
\ No newline at end of file
diff --git a/tags/theory.md b/tags/theory.md
index dafb82a7c..f1bbe5cf8 100644
--- a/tags/theory.md
+++ b/tags/theory.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-01-29|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
+|2023-02-05|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/theory_of_mind.md b/tags/theory_of_mind.md
index eeb392719..439ead2e4 100644
--- a/tags/theory_of_mind.md
+++ b/tags/theory_of_mind.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-05-12|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
\ No newline at end of file
+|2023-08-09|[What is it like to be NASA?](../what_is_it_like_to_be_nasa.md)|7998|[![](https://img.shields.io/badge/tag-disunity_of_identity-7a169c)](../tags/disunity_of_identity.md) [![](https://img.shields.io/badge/tag-organization_as_entity-254eb)](../tags/organization_as_entity.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-society_of_mind-fde018)](../tags/society_of_mind.md) [![](https://img.shields.io/badge/tag-theory_of_mind-d3fceb)](../tags/theory_of_mind.md)|
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diff --git a/tags/tooling.md b/tags/tooling.md
index a348d97c9..3a41a596d 100644
--- a/tags/tooling.md
+++ b/tags/tooling.md
@@ -5,7 +5,6 @@
 |2023-12-26|[BiaB: Business in a Bottle](../business-in-a-bottle.md)|124|[![](https://img.shields.io/badge/tag-coreweave-d46ff4)](../tags/coreweave.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-10-19|[dragdiffusion node for comfyui](../comfyui_dragdiffusion.md)|67|[![](https://img.shields.io/badge/tag-comfyui-f76896)](../tags/comfyui.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-10-12|[[ComfyUI Node] Depth "merge" with Boosting Monocular Depth](../comfy_bmd.md)|86|[![](https://img.shields.io/badge/tag-comfy-e3be61)](../tags/comfy.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-09-01|[product thinking AI](../product_thinking_ai.md)|14400|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-08-09|[git-tree](../git-tree.md)|120|[![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-08-09|[auto green screen](../auto-green-screen.md)|176|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-08-04|[prompt2startup](../prompt2startup.md)|1512|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
@@ -14,56 +13,57 @@
 |2023-07-25|[standalone utility for adding latent encoding to exif](../latent-exif.md)|233|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-07-25|[checkpoint-to-LoRA](../checkpoint2LoRA.md)|356|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-06-23|[Seed differentiable vectorization with paths inferred from semantic segmentation](../vectorize_anything.md)|768|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-segmentation-95bed6)](../tags/segmentation.md) [![](https://img.shields.io/badge/tag-svg-1743a)](../tags/svg.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-25|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
-|2023-04-16|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-04-24|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
 |2023-04-14|[LLM Helper](../llm-helper.md)|182|[![](https://img.shields.io/badge/tag-llm-683f3)](../tags/llm.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-14|[we need a documentation embedding standard](../doc-embed-standard.md)|2245|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-documentation-957448)](../tags/documentation.md) [![](https://img.shields.io/badge/tag-standard-936135)](../tags/standard.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[image to image video game movie](../img2img_video_game_movie.md)|391|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[`metatron`: simple utility for connecting STT/TTS with apis](../metatron.md)|285|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[FlowFrames linux port](../flowframes-linux-port.md)|400|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[xpost reddit comments to twitter threads](../reddit2twitter.md)|387|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-04-07|[finetune a segmentation model on a medical classification task](../finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-medical_image_analysis-c9145c)](../tags/medical_image_analysis.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[Auto-illustrator](../auto-illustrator.md)|344|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[dreambooth lite](../dreambooth-lite.md)|421|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[focal finetuning](../focal_finetuning.md)|351|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[github-pages blog + substack?](../gh-pages-blog-plus-substack.md)|481|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[gh as blogging platform](../gh_as_blogging_platform.md)|520|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[TTI cpu inference stack](../TTI-cpu-inference-stack.md)|382|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-04-07|[sparse-latent-inpainting-interpolation.md](../sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[Denser CLIP representations](../denser-CLIP.md)|558|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[Fast Fourier Convolution FlexConv](../FFC-Flexconv.md)|297|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[DINO diffusion](../DINO-diffusion.md)|334|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-nerf-b5ec2c)](../tags/nerf.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[Pre-train and Release ViT-VQGAN and RQ-VAE checkpoints](../pretrained_vit-vqgan_checkpoints.md)|633|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-04-07|[content helping people understand klmc2](../explaining_klmc2.md)|414|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[video caption (chain of thought) to text2video](../video_caption_transfer.md)|410|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-07|[Fingertrip tracking for hardware-free gloving practice](../fingertrip_tracking_for_hardware_free_gloveing_practice.md)|275|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[Relevance map](../Relevance_map.md)|579|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-04-04|[~~auto-coder~~TROTFO: structured LLM colaboration](../auto-coder.md)|1223|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-04-02|[GPT assisted CI/CD](../gpt_assisted_cicd_workflows.md)|990|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-03-29|[P+ prompt inversion](../p_plus_inversion.md)|405|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-03-29|[GPT assisted CI/CD](../gpt_assisted_cicd_workflows.md)|990|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-03-23|[product thinking AI](../product_thinking_ai.md)|14400|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-03-23|[mini RWKV port](../rust_rwkv.md)|778|[![](https://img.shields.io/badge/tag-RNN-8fb3d)](../tags/RNN.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-ggml-8a140)](../tags/ggml.md) [![](https://img.shields.io/badge/tag-mobilenet-83cbca)](../tags/mobilenet.md) [![](https://img.shields.io/badge/tag-model_compression-7fe3bd)](../tags/model_compression.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-03-23|[`metatron`: simple utility for connecting STT/TTS with apis](../metatron.md)|285|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-15|[Git Utilities to simulate Github "Private Branch" functionality](../git_private_branch_utils.md)|1517|[![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-03-15|[klmc2 rotoscoping](../klmc2_rotoscoping.md)|926|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-03-10|[chatgpt hotkeys](../chatgpt_hotkeys.md)|265|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-02|[executable readme](../executable_readme.md)|1287|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-02|[Pandas Wrangler](../pandas_wrangler.md)|910|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2023-02-23|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2023-02-17|[content helping people understand klmc2](../explaining_klmc2.md)|414|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-02-16|[video edit model + klmc2 + cold-diffusion = text2video](../video-edit-model-over-init-video.md)|1279|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2023-01-24|[warp klmc2.md](../warp_klmc2.md)|819|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-01-18|[gh as blogging platform](../gh_as_blogging_platform.md)|520|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-01-18|[CLIP auto organizer](../clip_auto_organizer.md)|458|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-12-31|[klmc2 rotoscoping](../klmc2_rotoscoping.md)|926|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-12-28|[Learned conditional semantic controls](../learned-conditional-semantic-controls.md)|781|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-12-21|[Test-Driven Development as a programming language: prompting an entire software library.](../tdd_is_2_op.md)|804|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-11-23|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-10-28|[focal finetuning](../focal_finetuning.md)|351|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-10-24|[micro epoch training](../micro-epoch.md)|733|[![](https://img.shields.io/badge/tag-augmentation-50c04b)](../tags/augmentation.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-heuristics-4072a1)](../tags/heuristics.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md)|
 |2022-10-20|[random batch + random average for massive asynchronous data-parallel training](../async-evolutionary-ddp.md)|3694|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-10-19|[sparse-latent-inpainting-interpolation.md](../sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-10-05|[dreambooth lite](../dreambooth-lite.md)|421|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-09-23|[Whisper STT + timestamps](../whisper-stt-plus-timestamps.md)|847|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-09-22|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-09-09|[Free to mint nfts with Github + PGP](../free-to-mint-nfts_git_plus_pgp.md)|2101|[![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-09-08|[docstring to CLI](../docstring-to-cli.md)|238|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-09-02|[docstring to CLI](../docstring-to-cli.md)|238|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-08-15|[turn this into a template](../benchwarmers-template.md)|186|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-08-15|[comment zapper.md](../comment-zapper.md)|390|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-08-15|[personalized VQVAE](../personalized-vqvae.md)|519|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-08-15|[flow field compositor](../flow-field-compositor.md)|557|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-08-15|[Tool for Converting Google Colab "Forms" UI annotations to a more environment agnostic framework](../colab-ui-converter.md)|414|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
 |2022-08-15|[Deep DSL](../multistage-unsupervised-deep-DSL-learning-from-prompts-data.md)|4090|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-08-08|[Grimoire: Prompting Toolbox](../grimoire.md)|1371|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-08-07|[design a 'file type' (or related spec/standard)](../filetype-for-ai-art-and-animation.md)|5288|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-07-19|[flow field compositor](../flow-field-compositor.md)|557|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-07-14|[Tool for Converting Google Colab "Forms" UI annotations to a more environment agnostic framework](../colab-ui-converter.md)|414|[![](https://img.shields.io/badge/tag-colab-e9b626)](../tags/colab.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
-|2022-07-09|[Denser CLIP representations](../denser-CLIP.md)|558|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-09|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-06|[finetune a segmentation model on a medical classification task](../finetune_a_segmentation_model_on_a_medical_classification_task.md)|476|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-medical_image_analysis-c9145c)](../tags/medical_image_analysis.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
\ No newline at end of file
+|2022-08-15|[personalized VQVAE](../personalized-vqvae.md)|519|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-08-07|[Grimoire: Prompting Toolbox](../grimoire.md)|1371|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-08-06|[design a 'file type' (or related spec/standard)](../filetype-for-ai-art-and-animation.md)|5288|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-08-04|[xpost reddit comments to twitter threads](../reddit2twitter.md)|387|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-07-18|[comment zapper.md](../comment-zapper.md)|390|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md)|
+|2022-07-08|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
\ No newline at end of file
diff --git a/tags/training.md b/tags/training.md
index eb6d5a86c..9b2e8d7c3 100644
--- a/tags/training.md
+++ b/tags/training.md
@@ -2,5 +2,5 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[minibatch bootstrapped gradients](../minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-10-28|[minibatch bootstrapped gradients](../minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-10-24|[micro epoch training](../micro-epoch.md)|733|[![](https://img.shields.io/badge/tag-augmentation-50c04b)](../tags/augmentation.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-heuristics-4072a1)](../tags/heuristics.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md)|
\ No newline at end of file
diff --git a/tags/transparency.md b/tags/transparency.md
index cfa8f9f0b..ba5961134 100644
--- a/tags/transparency.md
+++ b/tags/transparency.md
@@ -2,5 +2,5 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
-|2023-04-07|[Diffusion that respects transparency](../diffusion-that-respects-transparency.md)|246|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-diffusion-7ffa70)](../tags/diffusion.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md)|
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+|2023-04-07|[Diffusion that respects transparency](../diffusion-that-respects-transparency.md)|246|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-diffusion-7ffa70)](../tags/diffusion.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md)|
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/trash.md b/tags/trash.md
index 33e64d401..fbe63b64c 100644
--- a/tags/trash.md
+++ b/tags/trash.md
@@ -3,4 +3,4 @@
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
 |2023-08-22|[troll tanishq](../troll_tanishq.md)|76|[![](https://img.shields.io/badge/tag-eleuther-b59164)](../tags/eleuther.md) [![](https://img.shields.io/badge/tag-trash-0e5ec)](../tags/trash.md)|
-|2023-04-07|[On "The Singularity"](../alternative-perspective-on-the-singularity.md)|475|[![](https://img.shields.io/badge/tag-trash-0e5ec)](../tags/trash.md)|
\ No newline at end of file
+|2022-10-02|[On "The Singularity"](../alternative-perspective-on-the-singularity.md)|475|[![](https://img.shields.io/badge/tag-trash-0e5ec)](../tags/trash.md)|
\ No newline at end of file
diff --git a/tags/twitter.md b/tags/twitter.md
index d013bc5f5..5ddbf015e 100644
--- a/tags/twitter.md
+++ b/tags/twitter.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/ux.md b/tags/ux.md
index bc443d3b7..139c168cb 100644
--- a/tags/ux.md
+++ b/tags/ux.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-25|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
\ No newline at end of file
+|2023-04-24|[a1111 lessons learned](../a1111_lessons_learned.md)|2586|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-ux-8e95e2)](../tags/ux.md)|
\ No newline at end of file
diff --git a/tags/validation.md b/tags/validation.md
index 7ce890175..ab35457ce 100644
--- a/tags/validation.md
+++ b/tags/validation.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
\ No newline at end of file
+|2022-10-30|[research and publication in the age of social media](../research-and-social.md)|2752|[![](https://img.shields.io/badge/tag-arxiv-dafbc7)](../tags/arxiv.md) [![](https://img.shields.io/badge/tag-citation-7064e0)](../tags/citation.md) [![](https://img.shields.io/badge/tag-corrections-6819c6)](../tags/corrections.md) [![](https://img.shields.io/badge/tag-credit-11772b)](../tags/credit.md) [![](https://img.shields.io/badge/tag-curation-5fba1d)](../tags/curation.md) [![](https://img.shields.io/badge/tag-discoverability-587798)](../tags/discoverability.md) [![](https://img.shields.io/badge/tag-discussion-2c91b4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-feed-d2ea1b)](../tags/feed.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-git-99b5f2)](../tags/git.md) [![](https://img.shields.io/badge/tag-historyofscience-dce8fa)](../tags/historyofscience.md) [![](https://img.shields.io/badge/tag-mastodon-82f36e)](../tags/mastodon.md) [![](https://img.shields.io/badge/tag-openreview-ac8815)](../tags/openreview.md) [![](https://img.shields.io/badge/tag-paperswithcode-161a53)](../tags/paperswithcode.md) [![](https://img.shields.io/badge/tag-platform-b3194)](../tags/platform.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-reproducibility-34720)](../tags/reproducibility.md) [![](https://img.shields.io/badge/tag-research-db71cb)](../tags/research.md) [![](https://img.shields.io/badge/tag-retractions-71e862)](../tags/retractions.md) [![](https://img.shields.io/badge/tag-search-ad342b)](../tags/search.md) [![](https://img.shields.io/badge/tag-socialmedia-a3a5e9)](../tags/socialmedia.md) [![](https://img.shields.io/badge/tag-stackoverflow-a682e)](../tags/stackoverflow.md) [![](https://img.shields.io/badge/tag-subscription-1661bc)](../tags/subscription.md) [![](https://img.shields.io/badge/tag-transparency-296bb1)](../tags/transparency.md) [![](https://img.shields.io/badge/tag-twitter-606780)](../tags/twitter.md) [![](https://img.shields.io/badge/tag-validation-9a9fc4)](../tags/validation.md)|
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diff --git a/tags/wip.md b/tags/wip.md
index 7a8bc2ff8..ed33024b5 100644
--- a/tags/wip.md
+++ b/tags/wip.md
@@ -2,44 +2,44 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-09-23|["prior probing" for "safety"/nsfw scoring (model rating)](../prior_probing.md)|604|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-mechanistic_interpretability-b25b5)](../tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-09-21|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-08-12|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-09-24|["prior probing" for "safety"/nsfw scoring (model rating)](../prior_probing.md)|604|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-mechanistic_interpretability-b25b5)](../tags/mechanistic_interpretability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-09-19|[investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)](../identity_grokking_dynamics.md)|7169|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-interpretability-d548d8)](../tags/interpretability.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-safety-f1c85)](../tags/safety.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-08-18|[Course teaches ~~intermediate python~~ generative art topics by building a simple ai art library](../Course_teaches_basic_python_by_building_a_simple_ai_art_library.md)|5999|[![](https://img.shields.io/badge/tag-curriculum-dad82b)](../tags/curriculum.md) [![](https://img.shields.io/badge/tag-education-5e378d)](../tags/education.md) [![](https://img.shields.io/badge/tag-from_issue-fe4dc)](../tags/from_issue.md) [![](https://img.shields.io/badge/tag-public_good-35d420)](../tags/public_good.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[image to image video game movie](../img2img_video_game_movie.md)|391|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[`metatron`: simple utility for connecting STT/TTS with apis](../metatron.md)|285|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[FlowFrames linux port](../flowframes-linux-port.md)|400|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[alt gh account for blogging w githubb as publication platform](../alt_gh_account_for_blogging.md)|305|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|["why do you want to know?"-instruct-esque-fintetuning](../whydoyouwantoknow.md)|1987|[![](https://img.shields.io/badge/tag-aiethics-2229ca)](../tags/aiethics.md) [![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dialogue-3b815)](../tags/dialogue.md) [![](https://img.shields.io/badge/tag-models-3c7f53)](../tags/models.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[focal finetuning](../focal_finetuning.md)|351|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[minibatch bootstrapped gradients](../minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[github-pages blog + substack?](../gh-pages-blog-plus-substack.md)|481|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[gh as blogging platform](../gh_as_blogging_platform.md)|520|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[karlo + DIP](../karlo-dip.md)|358|[![](https://img.shields.io/badge/tag-deepimageprior-1ee399)](../tags/deepimageprior.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_generation-dd597e)](../tags/image_generation.md) [![](https://img.shields.io/badge/tag-prior-49fd1a)](../tags/prior.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[hyper-embedding](../hyperembedding.md)|325|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[TTI cpu inference stack](../TTI-cpu-inference-stack.md)|382|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[sparse-latent-inpainting-interpolation.md](../sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[Denser CLIP representations](../denser-CLIP.md)|558|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[DINO diffusion](../DINO-diffusion.md)|334|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-nerf-b5ec2c)](../tags/nerf.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[test as you go programming](../adhd_test_as_you_go.md)|663|[![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-04-07|[content helping people understand klmc2](../explaining_klmc2.md)|414|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-04-07|[Fingertrip tracking for hardware-free gloving practice](../fingertrip_tracking_for_hardware_free_gloveing_practice.md)|275|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-04-07|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-29|[P+ prompt inversion](../p_plus_inversion.md)|405|[![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-23|[Make an NLP dataset out of the Stanford Encyclopedia of Philosophy](../sep_dataset.md)|727|[![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-23|[mini RWKV port](../rust_rwkv.md)|778|[![](https://img.shields.io/badge/tag-RNN-8fb3d)](../tags/RNN.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-ggml-8a140)](../tags/ggml.md) [![](https://img.shields.io/badge/tag-mobilenet-83cbca)](../tags/mobilenet.md) [![](https://img.shields.io/badge/tag-model_compression-7fe3bd)](../tags/model_compression.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-03-23|[`metatron`: simple utility for connecting STT/TTS with apis](../metatron.md)|285|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-10|[chatgpt hotkeys](../chatgpt_hotkeys.md)|265|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-09|[Is "Idea Factory" a job title?](../idea_factory.md)|178|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-03-02|[executable readme](../executable_readme.md)|1287|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-02-17|[content helping people understand klmc2](../explaining_klmc2.md)|414|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-02-15|[AI-ify bond clown chase scene](../bond_clown_chase_scene.md)|379|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-foundation-9c3a4a)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-01-29|[alt gh account for blogging w githubb as publication platform](../alt_gh_account_for_blogging.md)|305|[![](https://img.shields.io/badge/tag-MILESTONE_POC-3b18a)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-01-29|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-02-05|[contrastive learning as ontological intentionality triangulation](../contrastive_learning_as_ontological_intentionality_triangulation.md)|972|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-philosophy-e6ab9)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-semiotics-abf295)](../tags/semiotics.md) [![](https://img.shields.io/badge/tag-synesthesia-97a75e)](../tags/synesthesia.md) [![](https://img.shields.io/badge/tag-theory-29349d)](../tags/theory.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-01-27|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2023-01-24|[warp klmc2.md](../warp_klmc2.md)|819|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2023-01-06|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-12-26|[hyper-embedding](../hyperembedding.md)|325|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2023-01-18|[gh as blogging platform](../gh_as_blogging_platform.md)|520|[![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-11-29|[stick-breaking prior for semi-correlated feature initialization](../stickbreaking-init.md)|633|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-11-09|[layer-wise update cadences](../layer-wise-update-cadences.md)|2139|[![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-10-25|[Brushstroke Diffusion](../brushstroke-diffusion.md)|1408|[![](https://img.shields.io/badge/tag-artisticstyletransfer-f14da)](../tags/artisticstyletransfer.md) [![](https://img.shields.io/badge/tag-creativity-1043a5)](../tags/creativity.md) [![](https://img.shields.io/badge/tag-deepgenerativemodeling-35b163)](../tags/deepgenerativemodeling.md) [![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_processing-1eefac)](../tags/image_processing.md) [![](https://img.shields.io/badge/tag-modeltraining-3f9741)](../tags/modeltraining.md) [![](https://img.shields.io/badge/tag-painting-c6963e)](../tags/painting.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-10-19|[sparse-latent-inpainting-interpolation.md](../sparse-latent-inpainting-interpolation.md)|584|[![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-10-28|[minibatch bootstrapped gradients](../minibatch-bootstrapped-gradients.md)|550|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-optimization-90446b)](../tags/optimization.md) [![](https://img.shields.io/badge/tag-training-7c795e)](../tags/training.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-10-28|[focal finetuning](../focal_finetuning.md)|351|[![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-10-01|[Expectation regularized diffusion process](../expectation-regularized-diffusion.md)|952|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-stability-12eec5)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-09-29|[Predictive Safety for First Responders](../safety-officer.md)|1237|[![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-dataset-1614f8)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-publication-4db4d2)](../tags/publication.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-09-22|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-d5ffe)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-b4243e)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-48fb29)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-09-09|[Free to mint nfts with Github + PGP](../free-to-mint-nfts_git_plus_pgp.md)|2101|[![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-08-15|[turn this into a template](../benchwarmers-template.md)|186|[![](https://img.shields.io/badge/tag-meta-12f6d5)](../tags/meta.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-09|[Denser CLIP representations](../denser-CLIP.md)|558|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
-|2022-07-09|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
+|2022-07-08|[FOSS Touch Designer](../FOSS_touch_designer.md)|797|[![](https://img.shields.io/badge/tag-alignment-b7fb0)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-animation-752fd7)](../tags/animation.md) [![](https://img.shields.io/badge/tag-publicgood-82d6e)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-ea1833)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
 |2022-07-05|[implicit CNN filters](../implicit-cnn-filters.md)|329|[![](https://img.shields.io/badge/tag-experimental-c4fb38)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-wip-6013c8)](../tags/wip.md)|
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