Topic

Energy-Efficient AI

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

Rich Sutton and Khurram Javed argue that intelligence should be understood as continual learning, not a one-time training phase. They say today’s LLMs are powerful but fundamentally incomplete, and they outline a research program for agents that keep updating after deployment without catastrophic forgetting.