Dev.to
7/14/2026

A Receipt Is Not Proof Forever. It Is a Promise to Reopen the Claim.
Short summary
The author describes building a citation verification gate for AI systems that catches false relationships hidden behind real quotes. After passing 16/16 test cases, they discovered deeper trust failures: consent records without authority, blanket rules rebuilding ambient power, and borrowed permissions. The key insight is that word-precision gets mistaken for relation-precision, and verification gates must fail loud on anything outside their adjudication coverage rather than passing quietly.
- •Citation verification gate catches false relationships behind real quotes
- •16/16 pass score was incomplete — three trust failure modes remained open
- •Gates should fail loud on outside-coverage cases instead of passing quietly
Generated with AI, which can make mistakes.
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