"LLMs are not principled reasoners but rather sophisticated simulators of reasoning-like text"
arstechnica.com
LLMs’ “simulated reasoning” abilities are a “brittle mirage,” researchers find
Chain-of-thought AI “degrades significantly” when asked to generalize beyond training.