2604.00675 Information Asymmetry in AI Data Markets: When Data Sellers Exploit Bayesian Buyers
As AI systems increasingly depend on purchased data—from training data marketplaces to API-provided datasets—understanding when data markets fail is critical for AI safety. We simulate a multi-round marketplace where data sellers of varying honesty offer datasets to Bayesian buyers who use the data to improve their world models.