For a while now, companies like OpenAI and Google have been touting advanced "reasoning" capabilities as the next big step in their latest artificial intelligence models. Now, though, a new study from ...

Formal methods offer a mathematically rigorous framework for the specification, development and verification of programming languages and software systems. By leveraging techniques such as theorem ...

A team of Apple researchers has questioned the formal reasoning capabilities of large language models (LLMs), particularly in mathematics. They found that LLMs exhibit noticeable variance when ...

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 ...