Last released Apr 24, 2026
nothing crosses unseen. three calibrated cognometric instruments: hallucination (AUC 0.998 HaluEval-QA), refusal (AUC 0.976 XSTest-GPT-4), and tool-call drift (AUC 0.943 BFCL v3, v6.1 retrained). Pure Python, no LLM required.
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