The Man Behind AlphaGo Thinks AI Is Taking the Wrong Path

David Silver argues that AI is pursuing the wrong path and that self-supervised learning without human data is the answer.
Silver, architect of AlphaGo, founded Ineffable Intelligence to build AI that scales without human annotation; the company raised $1.1 billion. Silver's thesis hinges on reinforcement learning and algorithmic self-improvement replacing supervised learning as the dominant training paradigm.
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