Machine Heart

Oct 4, 2026 · Artificial Intelligence

AlphaGo Co-Author Warns: LLMs Lack True Reasoning Despite Move 37 Breakthrough

AlphaGo co-author Thore Graepel argues that LLMs only scale intuitive pattern matching without a separate deliberative search mechanism, making them fundamentally different from AlphaGo's hybrid architecture and unreliable for high-stakes reasoning tasks.