JavaEdge

Mar 24, 2025 · Artificial Intelligence

Why Large Language Models Still Struggle with Complex Reasoning – Challenges and Solutions

This article examines the fundamental reasoning limitations of large language models, illustrates real‑world failure cases, and outlines current research directions such as better datasets, chain‑of‑thought prompting, external verification, and specialized solvers to improve their logical capabilities.