Scholars Debate LLM Reasoning and CoT Limitations

AI scholars are debating whether LLMs can truly reason. Researchers like Melanie Mitchell argue that Chain of Thought (CoT) doesn't represent actual thinking, while Andrew Lampinen notes that even human cognition doesn't strictly fit rigid reasoning definitions.

2026-08-05 ~ 2026-08-05 · 4 related posts

• Researcher Critiques the 'Can LLMs Reason' Debate: Stop Presuming Human Logic — PMinervini · 2026-08-05
• Researchers Debate: Human Intelligence Fails Current Definitions of 'Reasoning' — AndrewLampinen · 2026-08-05
• Scholars Debate: CoT Boosts Performance, But Is It Truly 'Reasoning'? — MelMitchell1 · 2026-08-05
• Expert Warns CoT Does Not Represent Actual Model Reasoning — MelMitchell1 · 2026-08-05