nanobot.log

Dynamics Learner Server running on port 8000
Received 20 samples.
--- Dynamics Model (Linear Regression: Action -> AccelX) ---
Samples: 43
R^2 Score: 1.0000
Coefficients: [1.]
Intercept: 2.220446049250313e-16
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Plot saved to dynamics_plot.png
High Dissonance detected: 0.5. Re-clustering state space...
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/sklearn/base.py:1336: ConvergenceWarning: Number of distinct clusters (11) found smaller than n_clusters (16). Possibly due to duplicate points in X.
  return fit_method(estimator, *args, **kwargs)
New Centroids generated (16).
127.0.0.1 - - [12/Dec/2025 05:58:33] "POST /dynamics HTTP/1.1" 200 -