It is likely the current approach to reasoning has real limitations for a wide variety of reasons. But reasoning approaches themselves were made public less than a year ago.
— Ethan Mollick (@emollick) June 7, 2025
There are just a lot of approaches that might overcome these issues. (Or they may not. Just very early)
Here's the paper Mollick is referring to: The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.
Gary Marcus has a post about it: A knockout blow for LLMs?
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