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

Tianxi Gao, Yufan Cai, Yusi Yuan +1

Large language models (LLMs) achieve promising performance, yet their ability to reason remains poorly understood. Existing evaluations largely emphasize task-level accuracy, often…