RLVR amplifies reasoning patterns that already exist. Qwen2.5-Math can uniquely do “code reasoning”-solving math by writing Python💻 (without execution). Code reasoning correlates with correctness (64 ...

The post The Logic Gap: Why Even the Top AI Models Struggle with Basic Math appeared first on Android Headlines.

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

Chain-of-Thought (CoT) prompting has enhanced the performance of Large Language Models (LLMs) across various reasoning tasks. However, CoT still falls short in dealing with complex math word problems, ...

University researchers are exploring a new way to use large language models (LLMs) for middle school math education. Researchers at George Mason University and William and Mary University have created ...