FutureSearch CEO Dan Schwarz on AI Forecasting & Prediction Markets | Prediction Market Movers
Prediction Market Movers is back with Dan Schwarz, CEO and co-founder of FutureSearch, to break down the future of AI forecasting, prediction markets, and the science behind writing high-quality prediction market questions.
Chris Gerlacher and Dan Schwarz discuss how platforms like PolyMarket and Kalshi handle market resolution, why poorly written prediction market questions create controversy, and how traders, policymakers, and institutions all use prediction markets differently. They also explore geopolitical forecasting, AI prediction systems, market liquidity, forecasting probabilities, and the role of prediction markets in understanding events like Iran, Venezuela, Taiwan, pandemics, and AI development.
Dan explains how FutureSearch uses AI agents to research forecasting questions, compare probabilities against prediction market odds, and identify potential pricing inefficiencies across markets. The conversation also covers AGI forecasting, forecasting accuracy, and how AI forecasting tools could rival human prediction markets.
00:00 [https://www.youtube.com/watch?v=LYEv5pBE40U] - Intro
1:30 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=90s] - Curating Prediction Market questions
5:00 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=300s] - Who to trust with the questions
6:15 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=375s] - Making a market
8:00 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=480s] - Specificity of prediction markets and AI
9:30 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=570s] - What makes an interesting question?
11:00 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=660s] - Prediction Markets falling short
12:00 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=720s] - Circulating new questions
14:15 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=855s] - The importance of market resolving
19:00 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=1140s] - Percentages in markets are dependent on the audience
21:20 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=1280s] - What is Future Search?
23:50 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=1430s] - Future Search features
26:00 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=1560s] - How would a sports bettor look at Future Search?
28:15 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=1695s] - What does a mature PM industry look like in the future?
34:00 [https://www.youtube.com/watch?v=LYEv5pBE40U&t=2040s] - Goodbye
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