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1. semantic-readout-gapsemantic-readout-gapPublic

   Probes of the gap between recoverable hidden-state semantics and decoder outputs

   Python

2. regimeliftregimeliftPublic

   State uplift for nested operating-regime handoff in Gemma 3n

   Python

3. gemma-mythos-distill-gemma-mythos-distill-Public

   SENTINEL specification for a Gemma-based autonomous vulnerability auditing model

   Python 1

4. ann-sparseattentionann-sparseattentionPublic

   Sub-quadratic LLM attention using learned search projections and approximate nearest neighbors

   Python

5. HyperKanHyperKanPublic

   Verified symbolic rewrite search with scoped actions, KANs, and goal-conditioned hypernetworks

   Python

6. bridlebridlePublic

   Runtime policy, control, and audit plane for production AI agents

   Python