Machine learning and data mining, of web pages, consumer purchases, gene expression data, and other large, structured data sets, market-based methods for distributed scheduling and optimization of systems including human and computer agents, recommender systems and collaborative filtering, information extraction, computational biolology and (someday) computer go.