A team of Apple researchers has released a paper scrutinising the mathematical reasoning capabilities of large language models (LLMs), suggesting that while these models can exhibit abstract reasoning ...

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 ...

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 ...

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 ...

Artificial intelligence (AI) has made remarkable strides in recent years, particularly in its ability to reason. At the heart of this evolution are new technologies like neural networks and large ...

Formal reasoning establishes a rigorous foundation for ensuring the reliability and security of software systems. However, formal reasoning poses inherent high computational challenges. It typically ...