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1. perceptionproof perceptionproof Public

   Reproducible study: do cheap label-free signals predict human-rated long-tail driving failure where open-loop metrics mis-rank closed-loop safety? Signals + validity statistics + tamper-evident rec…

   Python

2. sentinel sentinel Public

   Runtime introspective safety monitor for a frozen driving planner — cutting collisions closed-loop on NeuroNCAP. Pre-registered, receipted.

   Python

3. telos telos Public

   Evidence protocol and benchmark harness for verifying autonomous agent task completion.

   Python

4. inbar inbar Public

   Physical causal evidence for autonomous fault diagnosis — open-world mechanism hypotheses, safe discriminating tests, independently adjudicated recovery. Authority-separated, receipted.

   Python 1

5. parameter-golf parameter-golf Public

   Forked from openai/parameter-golf

   Train the smallest LM you can that fits in 16MB. Best model wins!

   Python 1

6. odeya odeya Public

   Odeya: a governed, replayable research-engine architecture. Question to contract to evidence to independent verification to bounded claim. Architecture foundation only; every gate has a known-bad p…

   Python