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News/Test-Time Training with Next-Token Prediction
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Test-Time Training with Next-Token Prediction

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arXiv:2606.21803v2 Announce Type: replace Abstract: Next-token prediction is the self-supervised signal that trains language models, and every observed prompt token provides the same signal at test time. We study whether this signal can define the inner-loop objective for test-time training (TTT) in

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