Can AI Invent or Just Help Scientists Work Faster? with Richard Socher

Richard Socher, former chief scientist at Salesforce and founder of You.com and Recursive, explores the transition from AI assisting researchers to AI autonomously conducting research. The conversation examines Recursive's results in model training and GPU kernel optimization, highlighting the importance of fast verification loops and the risks of reward hacking. Socher also discusses the data and experimental infrastructure required for broader scientific discovery, commercial incentives for alignment, and his vision of a "Eureka machine."