AI chatbots are spreading Russian propaganda, and the models don’t seem to know it

Here’s a problem that sounds like a plot from a cold war thriller but is very much happening in 2025: the world’s most-used AI chatbots are quietly amplifying Kremlin-backed disinformation, not because they’re compromised, but because they learned from the internet, and someone poisoned the well first.

A March 2025 audit by NewsGuard, a media credibility research firm, found that leading AI chatbots repeated false narratives sourced from the Pravda network roughly 33% of the time. Seven of the audited models went further, directly citing Pravda-affiliated sites in their responses.

The Pravda playbook: flood the zone, train the model

The Pravda network operates across roughly 150 websites, publishes in 46 languages, and generates approximately 18,000 articles per false claim. If you’re an AI trying to determine whether a claim is credible, and 18,000 sources say the same thing, you’re probably going to believe it.

AI providers caught in this audit include some of the biggest names in tech: OpenAI, Google, Microsoft, and Meta.

Elections, Nordic languages, and a 50% hit rate

A France 24 report introduced an even sharper data point. When researchers tested chatbots on narratives specifically concerning Nordic-language queries, pro-Russian disinformation appeared in up to 50% of responses.

European officials raised formal alarms, specifically flagging the risk of pro-Russian actors seeding AI systems ahead of significant elections.

What this means for AI credibility and regulation

The EU AI Act has established a compliance framework that will demand greater transparency around training data sources and retrieval pipelines. Fixing the disinformation problem requires auditing training data at a scale that is genuinely difficult, which may increase compliance costs for affected companies.

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