The $28 Million Mistake That Inspired Estonia's AI “Fuckup Finder”

Chris Stokel-WalkerPoliticsJul 9, 2026 6:01 AMThe $28 Million Mistake That Inspired Estonia’s AI “Fuckup Finder”A single wording mistake cost the government millions. Now Estonia is using AI to spot legal errors before they become law—and to automate more of the state.Photograph: Getty ImagesCommentLoaderSave StorySave this storyCommentLoaderSave StorySave this storyEstonia’s AI embarrassment began with a single wrong phrase.In December, the Riigikogu, Estonia’s parliament, passed changes to the country’s Gambling Tax Act meant to lower the tax rate on remote gambling. But the wording of the law referred only to “skill games” for that year, not games of chance or remote gambling.

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