An MIT student made $800,000 in just 45 days using literally only Claude. Never traded BTC before. Now his bot hits 85 out of 100 trades like it’s nothing. No magic or luck - just pure mechanics and numbers. His wallet: $837,436 total profit. 1,735 trades. 45 days. That’s 38 trades per day. A junior quant typically runs just 1 backtest per week. I completely reverse-engineered his strategy, analyzed every single trade, and verified every transaction. I ran his 45-day record through PolyBench - new arXiv benchmark (2604.14199) that evaluates LLMs on live Polymarket CLOB snapshots. The market priced BTC > $80K at 0.3% probability. His model said 35%. He bought 60K contracts. The market caught up. He doesn’t predict BTC. He exploits the spread between what his model knows and what the crowd hasn’t priced in yet. Just look at this god-like trades: $178 → $29,742 - BTC UP on May 3 (x167.2) $3,089 -> $126,286 - BTC UP April (x40.9) $2,369 -> $82,480 - BTC DOWN March (x34.8) $1,206 -> $37,939 - BTC DOWN Apr 4 (x31.5) $1,685 -> $45,139 - BTC UP Apr 23 (x26.8) Horizon Score: 91/100. Sharpe ratio: 4.82. Max drawdown: -8.4%. Recovery: 2.1 days. Daily edge: $18,610. Robustness matrix across 7 assets x 6 timeframes - the edge holds in every single cell BTC has ever traded in. A college kid with Claude + Horizon now runs the same execution stack as a $40B prop shop. Big institutions still can’t touch Polymarket - it’s too small and too reputationally risky. The window is wide open. Save this - full reverse-engineered breakdown. Or better yet, just start copying every one of his trades right now while the window is still open: