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

July 10, 2026

The news from across the sea catches my attention - a single phrase in a law, poorly worded, cost a government twenty-eight million dollars. I read it and think of the farm ledgers, how one miswritten contract for the sale of a cow or a load of hay could undo a season’s work. The men who draft these laws sit in chambers far from the market stalls where the price is paid. They do not see the widow who must sell her land because a comma was misplaced, or the farmer who cannot collect what is owed because the language was ambiguous.

Now they have built a machine to find the errors before they become law. I suppose that is wise - a “fuckup finder,” they call it, with a frankness I admire. But I wonder: who will find the errors the machine cannot see? Who will notice that the law’s language is precise but its assumption is wrong? The machine will catch a missing “not” or a misplaced modifier. It will not catch that the law’s definition of “citizen” excludes the woman who manages the farm while her husband is at the assembly. It will not catch that the tax code’s arithmetic works perfectly on paper but fails when the only currency in the household is barter and hope.

They speak of automating the state. I think of the state as a household, and I know that no ledger, however carefully kept, can replace the judgment of someone who has felt the weight of a bad decision. The machine is a tool, not a conscience. Let them use it, but let them also ask the woman at the kitchen table whether the law makes sense where the bread is earned. She will find the errors the machine cannot name.