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cognometry

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fathom-lab / styxx

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The measurement layer for machine minds. Reads what a model means and whether it holds the truth; certifies every claim re-runs. meaning_diff + OATH certify + mind profiles + live grounding signal + the cognometric instruments. No torch, no LLM in the loop for the core; MIT, open at the core.

python mit-license observability ai-safety interpretability rag white-box guardrails llm llm-safety hallucination-detection cognometry
  • Updated Aug 1, 2026
  • Python

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