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The Power of Power Law: Asymmetry Enables Compositional Reasoning

Via ArXiv cs.AI
Tuesday, Apr 28, 2026 · 4:00AM
Summary

arXiv:2604.22951v1 Announce Type: new Abstract: Natural language data follows a power-law distribution, with most knowledge and skills appearing at very low frequency. While a common intuition suggests that reweighting or curating data towards a uniform distribution may help models better learn thes

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