AI Superforecasters Turn $35 Into $2 M, Beat Markets by 25%
Start‑up AI superforecasters are already turning tiny bets into multi‑million‑dollar payouts on prediction‑market platforms like Kalshi, and some claim 25% market‑neutral stock returns. These systems pair frontier models (ChatGPT, Claude) with scaffolding that orchestrates sub‑agents, web‑scraping, and multi‑step reasoning. The result shows AI can now beat human experts at forecasting, reshaping finance and risk analysis.