evaluation-validity

TRIAD: a three-layer response integrity audit for deployability — is a guardrail's reported operating point produced by the evaluation apparatus, rather than by the guardrail? Companion repo to an unpublished manuscript. Scaffold release: checklist and procedure; the audited stack is withheld.

Portable, content-addressed reliability evidence for LLM systems. Capture how a model behaves under perturbation; preserve, verify, and diff the evidence across model changes.