Summary
- Apple AI research scientists released a paper on the limitations of mathematical reasoning in large language models
- The models struggle with trivial changes in math problems, indicating a lack of genuine logical reasoning
- These models replicate patterns they have seen in training data, rather than truly understanding and reasoning through problems
- The findings raise questions about whether these language models can actually reason effectively