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News/Where Larger Models Excel: The Primacy of Constraint-Guided Reasoning
arxiv
PublishedJune 26, 2026 at 4:00 AM

Where Larger Models Excel: The Primacy of Constraint-Guided Reasoning

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arXiv:2606.26108v1 Announce Type: new Abstract: Larger language models consistently outperform smaller ones on reasoning benchmarks, yet the reasoning differences underlying this gap remain underexplored. Across benchmarks in mathematics, physics, chemistry, and programming, we observe stable perfor

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