Apple paper: "The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity".
This paper is getting lots of press/controversy over the bold claim that LLMs aren't really thinking, but rather just very good at advanced pattern matching.