Google Research Introduces Generative UI

Sikt Intelligence launches AI superforecaster for prediction markets

Sikt Intelligence is testing whether an AI model can consistently beat human judgment and market prices on prediction platforms like Polymarket and Kalshi. The system aggregates global news to assign probabilities to events, flagging discrepancies where its forecast diverges from the market's implied odds. This approach treats prediction markets as a live laboratory for measuring AI reasoning under uncertainty rather than just generating static text. If the model can identify mispriced outcomes, it demonstrates a practical application of LLMs in financial decision-making that goes beyond simple sentiment analysis.