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Ars Technica May 16, 2026 at 11:00 Big Tech Rising Hot

The US is betting on AI to catch insider trading in prediction markets

The Commodity Futures Trading Commission wants us to know it's taking this very seriously.

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By Kate Knibbs, wired.com Original source
The US is betting on AI to catch insider trading in prediction markets

For most of the past year, it looked like prediction markets had kicked off a new golden age of fraud. On Polymarket, traders raked in fortunes from suspiciously timed bets on geopolitical events like the raid on Venezuela and the Iran War. It wasn’t clear whether the US government would bother pursuing some of the most flagrant bad actors, since Polymarket’s crypto-based platform was technically offshore and not regulated or licensed within the country. Now, however, the Commodity Futures Trading Commission, which oversees prediction markets, wants you to know that it’s watching very, very closely. The agency is searching for suspicious behavior from traders within the United States who have been sneaking onto offshore markets, including Polymarket’s crypto platform—which is blocked stateside—by using virtual private networks. “We're going to find them, and we're going to bring actions,” agency chairman Michael Selig told WIRED this week, speaking from the CFTC’s headquarters in Washington, DC. Selig says the agency, which is especially lean right now, is staffing up. Like so many other AI-pilled workplaces, the CFTC is also leaning into automation to handle the growing workload, including tools that analyze trading patterns and flag potential manipulation. “You’ve got so much data,” Selig says. “When we feed it into AI, we get really great information. It can help us understand things, like where we might want to investigate, or when we might need to send a subpoena to a trader.”Read full article Comments

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