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Singular Learning Theory: AI learns like ice melts

tcz.hu · published 25 February 2026

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cambridge.org

https://devinterp.com/

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https://arxiv.org/pdf/1206.3090

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https://arxiv.org/abs/2308.12108

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https://colab.research.google.com/drive/1bBSq4Dkrh5KPpQw4ANxkcbgJqpUv2xIW?usp=sharing

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https://arxiv.org/abs/2201.02177

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https://github.com/EleutherAI/pythia

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https://colab.research.google.com/drive/1lVFD_cEASnlVqLcEQNQEW5Yqnc122XIT?usp=sharing

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https://arxiv.org/abs/2402.02364

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https://arxiv.org/abs/2010.11560

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https://www.lesswrong.com/users/jesse-hoogland?from=post_header

lesswrong.com

https://timaeus.co/

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https://www.youtube.com/watch?v=ITDO7CGuujU

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https://github.com/timaeus-research/devinterp

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https://tcz.hu/zoltans-flops

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https://arxiv.org/abs/2510.12077

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