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LLMs’ “simulated reasoning” abilities are a “brittle mirage,” researchers find

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

Chain-of-thought AI “degrades significantly” when asked to generalize beyond training.

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C4AIL Commentary

Another, thorough paper showing that LLM reasoning breaks down the moment reasoning is asked to go beyond training data.