# Competence-Based Evaluation of Logical Reasoning in Large Language Models > Source: > Published: 2026-10-20 18:30:00+00:00 Recent advances in large language models (LLMs) have brought impressive performance across diverse tasks; however, shortcomings remain in logical reasoning, including inconsistencies under linguistic variation. To improve the reasoning capacity of LLMs, we must be able to accurately measure their re