Most prediction market users aren't trading–they're gambling
83% of participants are net negative because sentiment-driven trades lack edge. Academic studies show LLMs outperform human forecasters in financial domains. Autonomous systems that score events, monitor volatility, and execute based on evidence—not intuition—represent the likely optimization layer these markets have been missing