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US bets on AI to catch insider trading in prediction markets

Originally published on: May 16, 2026
▼ Summary

– Prediction markets like Polymarket raised fraud concerns due to suspicious bets on geopolitical events, operating on crypto platforms technically offshore and unregulated in the US.
– The Commodity Futures Trading Commission (CFTC) is intensifying oversight, warning it will find and take action against US traders using VPNs to access offshore markets.
– CFTC chairman Michael Selig stated the agency is staffing up and using AI tools to analyze trading patterns and flag potential manipulation.
– The CFTC employs proprietary surveillance systems and third-party tools like Chainalysis for crypto platforms and Nasdaq Smarts for centralized markets.
– The agency declined to specify which AI tools it uses or provide more detailed examples of its software arsenal.

For much of the past year, prediction markets appeared to usher in a new era of unchecked fraud. On Polymarket, traders amassed fortunes through suspiciously timed bets on major geopolitical events, including the raid on Venezuela and the Iran War. Because Polymarket operates on an offshore, crypto-based platform that is neither regulated nor licensed in the United States, it was unclear whether federal authorities would ever go after the most brazen offenders.

But the Commodity Futures Trading Commission (CFTC), the agency responsible for overseeing prediction markets, is now sending a clear message: it is paying extremely close attention. The CFTC is actively searching for suspicious activity by U. S. traders who have been using virtual private networks (VPNs) to bypass restrictions and access offshore markets, including Polymarket’s crypto platform, which is blocked domestically. “We’re going to find them, and we’re going to bring actions,” CFTC Chairman Michael Selig told WIRED this week from the agency’s Washington, DC headquarters.

Selig acknowledges that the agency is currently operating with a lean staff, but it is actively hiring. Like many organizations embracing AI-driven automation, the CFTC is deploying technology to manage its expanding caseload. This includes tools that analyze trading patterns and flag potential manipulation. “You’ve got so much data,” Selig explains. “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.”

Beyond its own proprietary surveillance systems, the CFTC is also leveraging third-party tools. These include blockchain tracing software like Chainalysis for crypto platforms and market abuse detection systems such as Nasdaq Smarts for centralized markets. While the agency declined to name all of its specific AI tools or provide further examples beyond Nasdaq Smarts, the message is unmistakable: the CFTC is modernizing its enforcement capabilities to keep pace with rapidly evolving offshore trading platforms.

(Source: Ars Technica)

Topics

prediction markets 95% cryptocurrency regulation 93% cftc enforcement 91% offshore trading 88% market manipulation 86% vpn usage 84% ai in surveillance 82% blockchain forensics 80% geopolitical betting 78% regulatory staffing 76%