$28 Million Bug Inspires Estonia’s AI ‘Fuckup Finder’

Estonia’s embarrassment for Amnesty International He started with one wrong phrase.

In December, Estonia’s Riigikogu parliament passed changes to the country’s gambling tax law aimed at lowering the tax rate on remote gambling. But the wording of the law only refers to “games of skill” for that year, not games of chance or remote gambling. Estonia’s entire gambling industry is worth around €300 million ($343 million), and the online gambling market is one of the fastest growing in the European Union.

This blunder led to online casinos being mistakenly left off the tax grid for an entire year. Government loss of 24 million euros ($27.4 million) Year in gambling revenue.

The error was discovered by the gambling operator’s legal advisor. But the embarrassment worsened when Lukas Ilves, the former undersecretary for digital transformation, ran the legislation through Claude and Gemini. Both AI systems immediately identified the discrepancy, Elvis said.

Within hours, Elvis had built a prototype of an instrument – ​​called… Apsakaleidjja, or “Fuckup Finder”– Can pull draft bills from the Riigikogu website and flag problems such as broken references, contradictory wording, arithmetic errors, and impossible dates. It classifies problems as high, medium or low risk – of the 112 bills currently listed, 102 are rated high risk. One example is highlighted In Fuckup Finder suggests contradictory wording in the draft text. Elvis even It was shown on national televisionto the host’s surprise.

The mistake was embarrassing, but it also sparked a revelation within the government. “The situation showed that AI can be an incredibly useful assistant,” Kristin Michel, Prime Minister of Estonia, told WIRED. “And – in the form of an encrypted platform for validating draft legislation created in response to the incident – ​​we saw an example of how effective tools can empower civil society and individual citizens.”

Estonia has therefore doubled down on the use of AI in government. In January, Michel Suggested The country may use tools like Apsakaleidja to draft legislation to proactively find and fix loopholes. Fire Eesti.ai software It is designed to sharpen Estonians’ skills in using artificial intelligence, with the aim of doubling productivity within the country by 2035. Advisers to the Eesti.ai initiative include Boltt founder Markus Villig and Elvis, creator of the Fuckup Finder website.

Then, in April, The country’s parliament received from the government A bill that gives state and local governments the right to use digital solutions, including artificial intelligence, to automate administrative processes. This bill passes through Parliament, which discusses the changes it could introduce, with the aim of becoming law. In June Michel Eesti.ai said However, if all goes as planned, “Estonia will become the first country in the world to create official digital identities for AI agents.”

“This is a new environment for the public sector,” Michele told WIRED. “It requires agility and the ability to adapt as technology changes.” Estonia is better placed than many countries to adapt to these changes: Estonia has led the way in integrating digital identity thanks to a digital-first country, while 99 percent of public services are already available online, says Michal. Estonia is an example of how to run a modern digital country WIRED first covered it a decade ago. This has laid the foundation for facilitating the adoption of AI. “These investments now allow us to move faster and more confidently into the age of artificial intelligence,” he explains.

Catherine Fleck, who researches technology ethics at Staffordshire University, says the gambling tax faux pas raises a more fundamental question: “Why aren’t humans doing this review process as part of the legislation drafting process?” She says. “At some point, someone has to sit down and read the whole thing, understanding the context and all that stuff, to make sure this is a decent law.”