#interpretability

The Audit Gap: Why Red-Teaming Can't Certify Governance Claims

A new position paper by Seth and Sankarapu formalizes the structural mismatch between what AI governance frameworks require evaluators to verify and what behavioral assurance methods can epistemically support—and the implications for anyone writing safety reports.