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News/Topological Signatures of Grokking
arxiv
PublishedMay 8, 2026 at 4:00 AM
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Topological Signatures of Grokking

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arXiv:2605.06352v1 Announce Type: cross Abstract: We study the grokking phenomenon through the lens of topology. Using persistent homology on point clouds derived from the embedding matrices of a range of models trained on modular arithmetic with varying primes, we identify a clear and consistent to

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