LLM
Research
LLMs’ “simulated reasoning” abilities are a “brittle mirage,” researchers find
8/12/2025 • arstechnica.com

Chain-of-thought AI “degrades significantly” when asked to generalize beyond training.
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Another, thorough paper showing that LLM reasoning breaks down the moment reasoning is asked to go beyond training data.