Nous: An Attempt to Extract and Inject the Cognition Behind Prediction-Market Behavior

Haowei Qian

As LLM agents proliferate in prediction markets and collective decision-making, they risk a cognitive monoculture: agents built on shared foundation models produce correlated forec…