AnalysisAI ModelsAugust 18, 2026

Rich Sutton and Khurram Javed discuss continuous learning at Oak Lab

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Rich Sutton, pioneer of reinforcement learning and author of The Bitter Lesson, cofounded Oak Lab with former student Khurram Javed to build agents that continuously learn from their own experience. In a Sequoia Capital interview, they discuss why AI models stop learning and how to restart it.

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