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1. jacobian-velocity-bounds jacobian-velocity-bounds Public

   A geometric theory-and-experiments repo showing how deployment risk under covariate drift is governed by the interaction between data motion and model tangent sensitivity.

   Python

2. semantic-boolean-complexity semantic-boolean-complexity Public

   Prediction-calibrated analytic bounds with an application to exact Boolean formula complexity.

   Python

3. sorting-as-gradient-flow sorting-as-gradient-flow Public

   A continuous-time geometric formulation of sorting as gradient flow on the permutohedron.

   Jupyter Notebook

4. algorithmic-search-cost algorithmic-search-cost Public

   How much does disorder cost a search? Tight bounds from rank geometry, and when preprocessing pays.

   HTML

5. constrained-region-recovery constrained-region-recovery Public

   Recover hidden output regions from samples and shared distances, with proofs and reproducible uncertainty bounds.

   Python

6. exponential-search-spaces exponential-search-spaces Public

   Four short notes on certified coverage, subset-sum stress tests, and probability bounds.

   HTML