Don’t be fooled—LLMs don’t reason

AlphaGo's 2016 victory over Go champion Lee Sedol was driven by its reasoning system that evaluated future game states, not just pattern recognition. Today's large language models lack this kind of explicit reasoning, limiting their creativity and trustworthiness in complex tasks.