20:01
2026-07-03
dev.to
ai-safety
Making LLM security verdicts verifiable: the evidence gate pattern
A developer built USAP, an open-source system that enforces a strict evidence gate for LLM security verdicts, requiring every verdict to cite a resolvable source. The system rejects hand-wavy output b…