Stanford AI Lab(@StanfordAILab)

What would pretraining with zero real data look like? Can a randomly initialized model learn to gene...

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What would pretraining with zero real data look like? Can a randomly initialized model learn to gene...

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Stanford AI Lab on X: "What would pretraining with zero real data look like? Can a randomly initialized model learn to g...

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Stanford AI Lab on X: "What would pretraining with zero real data look like? Can a randomly initialized model learn to generate all of its training data entirely through self-play? Find out below! :)" / X

Stanford AI Lab

@StanfordAILab

What would pretraining with zero real data look like? Can a randomly initialized model learn to generate all of its training data entirely through self-play? Find out below! :)

Michael Y. Li

@michaelyli_

Sep 25

Can an LM, starting from random init (!!), learn to generate all of its pretraining data? Introducing Self-Play Pretraining with Zero Data. Two models start from random initialization: a generator proposes programs for a universal Turing machine and a learner trains on their

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5:58 PM · Sep 25, 2026

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