I started vibe-coding an app to detect suspected insider trades on Polymarket and actually profit from them — and the results were shocking.

Polymarket has seen massive suspicious activity: huge bets placed right before Nicolás Maduro’s capture by U.S. forces (Jan 2026) and Israeli strikes on Iran (2025), netting anonymous traders hundreds of thousands in hours. These aren’t coincidences — they look like classic insider plays.

But here’s the catch: building software that sniffs out these patterns and auto-bets on Kalshi or Polymarket is almost certain to trigger federal prosecution. The government treats it as front-running or misappropriation — even when you’re only using public data.

The infamous SEC v. Mark Cuban case (2008–2013) is a textbook example of government overreach: Cuban spent $12 million fighting weak charges and still won — but most people can’t afford that fight. Is this really about protecting markets… or punishing people who outsmart the system?

We dive deeper: Is insider trading always bad for society? Or does it sometimes serve a purpose — faster price discovery, exposing hidden information, or deterring bad corporate behavior? We explore real examples where “insider” knowledge arguably benefited the public.

Finally, we look at the legislative pushback: the Equal Access to Justice Act (EAJA), proposed expansions in the Regulatory Accountability Act, and new bills aiming to force the government to pay defendants’ legal fees when they lose weak cases. Could these reforms stop the abuse of power?

Should Polymarket be banned? Should AI-driven detection apps be legal? Or is the real problem government overreach?

Watch the full episode of The Briefing and let me know your take in the comments.

🇺🇸🇪🇺 Like if you’re tired of regulatory overreach

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