A key question about LLMs is whether they solve reasoning tasks by learning transferable algorithms or simply memorizing training data. This distinction matters: while memorization might handle ...

Apple researchers conducted a study on LLMs to evaluate their mathematical reasoning abilities and found that these models rely on probabilistic pattern-matching, not formal reasoning. They recorded ...