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Oak Lab

Richard Sutton's Toronto startup, betting against the way AI is currently built.

Oak Lab was founded by Richard Sutton, one of the architects of reinforcement learning, to pursue AI that learns continuously from its own experience rather than from a giant pile of text collected in advance.

The premise is a pointed one: Sutton considers today’s dominant methods weak and inefficient, despite their results. Whether he is right is genuinely open, and worth watching precisely because it is a bet against the consensus.