Rich Sutton and Khurram Javed: Why AI Models Stop Learning, and How to Start It Again

Rich Sutton and Khurram Javed of Oak Lab argue that today's frozen-weight LLMs aren't truly learning, and lay out their case for continual learning as the missing piece toward real intelligence — bes…