Modular Addition
PulseAugur coverage of Modular Addition — every cluster mentioning Modular Addition across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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AI unlearning effectiveness tied to learning strategy, study finds
A new paper explores the relationship between how AI models learn and how effectively they can unlearn. Researchers found that models which rely more on memorization during training experience greater performance degrad…
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New research challenges standard neural scaling exponent derivation
A new research paper proposes an alternative to the standard geometric derivation of neural scaling exponents, which typically relies on the intrinsic dimension of a data manifold. The authors demonstrate that for modul…
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Muon-trained transformers exhibit post-grokking collapse, losing generalization
A new research paper explores a phenomenon termed "post-grokking collapse" in transformers trained with the Muon optimizer. While Muon initially demonstrates faster learning on modular addition tasks, the models eventua…