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News/Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework
arxiv
PublishedSeptember 3, 2026 at 4:00 AM

Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework

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arXiv:2605.24661v4 Announce Type: replace Abstract: Despite remarkable progress on reasoning benchmarks, current LLM evaluation practice remains anchored to final-answer correctness, providing limited insight into how models reason, how reliably they behave under contextual variation, or how efficie

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