OpenAI o1 is a new large language model trained with reinforcement learning to perform complex reasoning. o1 thinks before it answers—it can produce a long internal chain of thought before responding ...

A marriage of formal methods and LLMs seeks to harness the strengths of both.

I hold a degree in Public Relations and Media, and my experience has been cultivated through immersive internships, allowing me to refine my communication strategies and engage effectively with ...

There’s a curious contradiction at the heart of today’s most capable AI models that purport to “reason”: They can solve routine math problems with accuracy, yet when faced with formulating deeper ...

Mathematicians excel at handling complexity and uncertainty. Mathematical reasoning strategies aren't just useful for dilemmas involving numbers. We can apply math mindsets to improve our approach to ...

How do machine learning models do what they do? And are they really “thinking” or “reasoning” the way we understand those things? This is a philosophical question as much as a practical one, but a new ...

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 ...

Logical reasoning is a crucial skill for math success. It helps understand concepts and solve problems. This skill builds strong arguments and reduces errors. It improves problem-solving across ...