Formula-One Prompting: A Composable Equation-First Prefix for Applied Mathematics 事件

Formula-One Prompting: A Composable Equation-First Prefix for Applied Mathematics arXiv:2601.19302v3 Announce Type: replace Abstract: This paper introduces Formula Prompting (FP) and Formula-One Prompting (F-1), two single-call methods that elicit governing equations before solving applied-math problems. Chain-of-Thought (CoT) and Program-of-Thought (PoT) prompting improve mathematical reasoning by eliciting reasoning traces or code-like structures learned during pretraining. This suggests a di