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X-RAY: Mapping LLM Reasoning Capability via Formalized and Calibrated Probes

Tianxi Gao, Yufan Cai, Yusi Yuan, Jin Song Dong
Jun 3, 2026 at 04:00
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arXiv:2603.05290v2 Announce Type: replace Abstract: Large language models (LLMs) achieve promising performance, yet their ability to reason remains poorly understood. Existing evaluations largely emphasize task-level accuracy, often conflating pattern matching with reasoning capability. We present X-RAY, an explainable reasoning analysis system...

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