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diff --git a/README.md b/README.md
diff --git a/tags/CNN.md b/tags/CNN.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-07-09|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-be4650)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-3f3dc3)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-cdef47)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-fe4dc)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-99b5f2)](../tags/filter_learning.md)|
+|2023-04-07|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-d548d8)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-98b52b)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-7fe3bd)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-76bb24)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-1dc0d1)](../tags/filter_learning.md)|
diff --git a/tags/INR.md b/tags/INR.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-07-09|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-be4650)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-3f3dc3)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-cdef47)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-fe4dc)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-99b5f2)](../tags/filter_learning.md)|
+|2023-04-07|[INR CNN Filter Learning](../INR_CNN_filter_learning.md)|526|[![](https://img.shields.io/badge/tag-CNN-d548d8)](../tags/CNN.md) [![](https://img.shields.io/badge/tag-INR-98b52b)](../tags/INR.md) [![](https://img.shields.io/badge/tag-deep_learning-7fe3bd)](../tags/deep_learning.md) [![](https://img.shields.io/badge/tag-experimental-76bb24)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-filter_learning-1dc0d1)](../tags/filter_learning.md)|
diff --git a/tags/MCMC.md b/tags/MCMC.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2022-10-12|[look-ahead traversal sampling](../look-ahead-traversal-sampling.md)|1184|[![](https://img.shields.io/badge/tag-MCMC-a7221f)](../tags/MCMC.md) [![](https://img.shields.io/badge/tag-animation-b4243e)](../tags/animation.md) [![](https://img.shields.io/badge/tag-control-b0d845)](../tags/control.md) [![](https://img.shields.io/badge/tag-experimental-fe4dc)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_generation-c9145c)](../tags/image_generation.md)|
+|2023-02-23|[look-ahead traversal sampling](../look-ahead-traversal-sampling.md)|1184|[![](https://img.shields.io/badge/tag-MCMC-cd61a2)](../tags/MCMC.md) [![](https://img.shields.io/badge/tag-animation-1743a)](../tags/animation.md) [![](https://img.shields.io/badge/tag-control-95c41e)](../tags/control.md) [![](https://img.shields.io/badge/tag-experimental-76bb24)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-image_generation-dafbc7)](../tags/image_generation.md)|
diff --git a/tags/MILESTONE_POC.md b/tags/MILESTONE_POC.md
@@ -2,5 +2,5 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|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-7a219d)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-publication-76bb24)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-7c795e)](../tags/wip.md)|
-|2022-08-07|[declarative infill](../declarative-infill.md)|748|[![](https://img.shields.io/badge/tag-MILESTONE_POC-7a219d)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-experimental-fe4dc)](../tags/experimental.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-11772b)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-publication-43d799)](../tags/publication.md) [![](https://img.shields.io/badge/tag-wip-95bed6)](../tags/wip.md)|
+|2022-08-15|[declarative infill](../declarative-infill.md)|748|[![](https://img.shields.io/badge/tag-MILESTONE_POC-11772b)](../tags/MILESTONE_POC.md) [![](https://img.shields.io/badge/tag-experimental-76bb24)](../tags/experimental.md)|
diff --git a/tags/PCA.md b/tags/PCA.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2024-05-07|[Spectral Reduction Allegory - Matrix factorization of movies and users](../pca_opus.md)|3244|[![](https://img.shields.io/badge/tag-PCA-43d799)](../tags/PCA.md) [![](https://img.shields.io/badge/tag-publication-76bb24)](../tags/publication.md)|
+|2024-05-07|[Spectral Reduction Allegory - Matrix factorization of movies and users](../pca_opus.md)|3244|[![](https://img.shields.io/badge/tag-PCA-957448)](../tags/PCA.md) [![](https://img.shields.io/badge/tag-publication-43d799)](../tags/publication.md)|
diff --git a/tags/RNN.md b/tags/RNN.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|[mini RWKV port](../rust_rwkv.md)|778|[![](https://img.shields.io/badge/tag-RNN-4b28a8)](../tags/RNN.md) [![](https://img.shields.io/badge/tag-completed-e6ab9)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-fe4dc)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-ggml-795a7e)](../tags/ggml.md) [![](https://img.shields.io/badge/tag-mobilenet-b5656)](../tags/mobilenet.md) [![](https://img.shields.io/badge/tag-model_compression-b25b5)](../tags/model_compression.md) [![](https://img.shields.io/badge/tag-tooling-a68128)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-7c795e)](../tags/wip.md)|
+|2023-04-07|[mini RWKV port](../rust_rwkv.md)|778|[![](https://img.shields.io/badge/tag-RNN-9a9fc4)](../tags/RNN.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-experimental-76bb24)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-ggml-82f6b0)](../tags/ggml.md) [![](https://img.shields.io/badge/tag-mobilenet-7a169c)](../tags/mobilenet.md) [![](https://img.shields.io/badge/tag-model_compression-1ee399)](../tags/model_compression.md) [![](https://img.shields.io/badge/tag-tooling-50c04b)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-95bed6)](../tags/wip.md)|
diff --git a/tags/accessibility.md b/tags/accessibility.md
@@ -2,10 +2,10 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-15|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-29349d)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-b4243e)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-e6ab9)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-fe76cf)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-b7fb0)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-a68128)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-7c795e)](../tags/wip.md)|
-|2023-04-14|[we need a documentation embedding standard](../doc-embed-standard.md)|2245|[![](https://img.shields.io/badge/tag-accessibility-29349d)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-documentation-3ed1c7)](../tags/documentation.md) [![](https://img.shields.io/badge/tag-standard-57146)](../tags/standard.md) [![](https://img.shields.io/badge/tag-tooling-a68128)](../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-29349d)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-tooling-a68128)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-7c795e)](../tags/wip.md)|
-|2023-04-07|[TTI cpu inference stack](../TTI-cpu-inference-stack.md)|382|[![](https://img.shields.io/badge/tag-accessibility-29349d)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-stability-c92725)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-a68128)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-7c795e)](../tags/wip.md)|
-|2023-01-27|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-29349d)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-d5ffe)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-c92725)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-7c795e)](../tags/wip.md)|
-|2022-11-23|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-29349d)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-e6ab9)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-d5ffe)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-a68128)](../tags/tooling.md)|
-|2022-07-07|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-29349d)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-97a75e)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-96bcc)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-d5ffe)](../tags/publicgood.md)|
+|2023-04-15|[subtitles to storyboard](../subtitles-to-storyboard.md)|1060|[![](https://img.shields.io/badge/tag-accessibility-2b1224)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-animation-1743a)](../tags/animation.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-open_source-e168be)](../tags/open_source.md) [![](https://img.shields.io/badge/tag-prompting-7c795e)](../tags/prompting.md) [![](https://img.shields.io/badge/tag-tooling-50c04b)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-95bed6)](../tags/wip.md)|
+|2023-04-15|[we need a documentation embedding standard](../doc-embed-standard.md)|2245|[![](https://img.shields.io/badge/tag-accessibility-2b1224)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-documentation-254eb)](../tags/documentation.md) [![](https://img.shields.io/badge/tag-standard-fde018)](../tags/standard.md) [![](https://img.shields.io/badge/tag-tooling-50c04b)](../tags/tooling.md)|
+|2023-04-07|[TTI cpu inference stack](../TTI-cpu-inference-stack.md)|382|[![](https://img.shields.io/badge/tag-accessibility-2b1224)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-stability-3c7f53)](../tags/stability.md) [![](https://img.shields.io/badge/tag-tooling-50c04b)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-95bed6)](../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-2b1224)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-tooling-50c04b)](../tags/tooling.md) [![](https://img.shields.io/badge/tag-wip-95bed6)](../tags/wip.md)|
+|2023-04-07|[i-like-that-shirt.com](../ilikethatshirt.com.md)|510|[![](https://img.shields.io/badge/tag-accessibility-2b1224)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-completed-a68128)](../tags/completed.md) [![](https://img.shields.io/badge/tag-publicgood-869cae)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-tooling-50c04b)](../tags/tooling.md)|
+|2023-01-27|[Open Assistant](../open-assistant.md)|1017|[![](https://img.shields.io/badge/tag-accessibility-2b1224)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-publicgood-869cae)](../tags/publicgood.md) [![](https://img.shields.io/badge/tag-stability-3c7f53)](../tags/stability.md) [![](https://img.shields.io/badge/tag-wip-95bed6)](../tags/wip.md)|
+|2022-07-07|[Automated Video Description for Vision Impaired](../automated-video-description.md)|5070|[![](https://img.shields.io/badge/tag-accessibility-2b1224)](../tags/accessibility.md) [![](https://img.shields.io/badge/tag-dataset-abf295)](../tags/dataset.md) [![](https://img.shields.io/badge/tag-foundation-f1c85)](../tags/foundation.md) [![](https://img.shields.io/badge/tag-publicgood-869cae)](../tags/publicgood.md)|
diff --git a/tags/agentic.md b/tags/agentic.md
@@ -0,0 +1,5 @@
+# Pages tagged `agentic`
+
+|last_modified|title|est. idea maturity|tags
+|:---|:---|---:|:---|
+|2024-09-08|[Reflector: independent  interjection classification via reflection pretrained distillation](../reflector.md)|272|[![](https://img.shields.io/badge/tag-agentic-96f12e)](../tags/agentic.md) [![](https://img.shields.io/badge/tag-experimental-76bb24)](../tags/experimental.md) [![](https://img.shields.io/badge/tag-llm-5e378d)](../tags/llm.md) [![](https://img.shields.io/badge/tag-post-training-394ee4)](../tags/post-training.md)|
diff --git a/tags/ai.md b/tags/ai.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-11|[Private Tutor](../private_tutor.md)|819|[![](https://img.shields.io/badge/tag-ai-cd61a2)](../tags/ai.md) [![](https://img.shields.io/badge/tag-discussion-426a5f)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-education-faa2fc)](../tags/education.md) [![](https://img.shields.io/badge/tag-startup-95c41e)](../tags/startup.md)|
+|2023-04-11|[Private Tutor](../private_tutor.md)|819|[![](https://img.shields.io/badge/tag-ai-99b5f2)](../tags/ai.md) [![](https://img.shields.io/badge/tag-discussion-d46ff4)](../tags/discussion.md) [![](https://img.shields.io/badge/tag-education-cc5ed7)](../tags/education.md) [![](https://img.shields.io/badge/tag-startup-faa2fc)](../tags/startup.md)|
diff --git a/tags/ai_ethics.md b/tags/ai_ethics.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-08-04|[ethics of training on public data](../ethics_of_public_data.md)|129|[![](https://img.shields.io/badge/tag-ai_ethics-b61d4d)](../tags/ai_ethics.md) [![](https://img.shields.io/badge/tag-ethics-b4bfb)](../tags/ethics.md) [![](https://img.shields.io/badge/tag-fair_use-1fc7b)](../tags/fair_use.md) [![](https://img.shields.io/badge/tag-philosophy-96f12e)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-remix_culture-17673)](../tags/remix_culture.md)|
+|2023-08-04|[ethics of training on public data](../ethics_of_public_data.md)|129|[![](https://img.shields.io/badge/tag-ai_ethics-0e5ec)](../tags/ai_ethics.md) [![](https://img.shields.io/badge/tag-ethics-36f98)](../tags/ethics.md) [![](https://img.shields.io/badge/tag-fair_use-3a9a4f)](../tags/fair_use.md) [![](https://img.shields.io/badge/tag-philosophy-c92725)](../tags/philosophy.md) [![](https://img.shields.io/badge/tag-remix_culture-d9f12f)](../tags/remix_culture.md)|
diff --git a/tags/aiethics.md b/tags/aiethics.md
@@ -2,4 +2,4 @@
 
 |last_modified|title|est. idea maturity|tags
 |:---|:---|---:|:---|
-|2023-04-07|["why do you want to know?"-instruct-esque-fintetuning](../whydoyouwantoknow.md)|1987|[![](https://img.shields.io/badge/tag-aiethics-a3a5e9)](../tags/aiethics.md) [![](https://img.shields.io/badge/tag-alignment-1ee399)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dialogue-a682e)](../tags/dialogue.md) [![](https://img.shields.io/badge/tag-models-1661bc)](../tags/models.md) [![](https://img.shields.io/badge/tag-wip-7c795e)](../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-dce8fa)](../tags/aiethics.md) [![](https://img.shields.io/badge/tag-alignment-22d494)](../tags/alignment.md) [![](https://img.shields.io/badge/tag-dialogue-82f36e)](../tags/dialogue.md) [![](https://img.shields.io/badge/tag-models-8a140)](../tags/models.md) [![](https://img.shields.io/badge/tag-wip-95bed6)](../tags/wip.md)|