Evals Are Alignment Enforcement: Why Your Safety Strategy Needs Runtime Checks
A developer argues that evaluation infrastructure, not alignment research or product engineering, serves as the actual enforcement layer for AI safety in production. The developer proposes that safety must be treated as …