This article provides an in-depth analysis of the effectiveness of the Polymarket prediction market platform in event forecasting, exploring its limitations in handling small probability changes. The text discusses the potential impact of market liquidity and prediction tokens on improving forecast accuracy, and compares Polymarket with traditional market prediction tools. The author believes that while Polymarket may be superior to traditional polls and expert models in predicting major political events, it is not a precise prediction tool.