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sidphbot merged 1 commit into from
Mar 12, 2026
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Update README.md #7

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9 changes: 7 additions & 2 deletions README.md
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Expand Up @@ -14,7 +14,7 @@ Now tune hyperparameters in 2 not 2000 runs !!

https://github.com/user-attachments/assets/2de80dc6-da66-4344-a2fc-8e726d2d9221


In the video you can see a model distillation run being balanced for classification feature tokens and spatial maps in terms of both direction(cos) and structure(mse+grad). The mutations applied here are taken by ai autonomously via hot b AI-Autopilot mode show thier impact (features vs spatial map) quantitatively(impact analysis) and qualitatively(curve steps).

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Expand All @@ -38,17 +38,22 @@ Plus:
- **Freeze modes**: production lock, deterministic replay, replay-with-adjustments

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Live Mutation Scheduling Recipe editor:
![recipe_and_mutations_with_scheduling](https://github.com/sidphbot/hotcb/blob/master/screens/recipe_and_mutations_with_scheduling.png)

Mutation tracking:
![mutations](https://github.com/sidphbot/hotcb/blob/master/screens/mutations.png)

Mutation impact analysis:
![mutation_exanpded_impact_log](https://github.com/sidphbot/hotcb/blob/master/screens/mutation_exanpded_impact_log.png)

Rule based Autopilot (AI mode in video above)
![automated-ai-free-training-intervention](https://github.com/sidphbot/hotcb/blob/master/screens/automated-ai-free-training-intervention.png)

Mutation Recipe impact comparison:
![comparison_with_mutation_changes](https://github.com/sidphbot/hotcb/blob/master/screens/comparison_with_mutation_changes.png)

Dynamic metric space manifold update:
![dynamic_manifold_vis](https://github.com/sidphbot/hotcb/blob/master/screens/dynamic_manifold_vis.png)

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