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

People can be taught to manipulate symbols according to formal mathematical and logical rules. Cognitive scientists have traditionally viewed this capacity—the capacity for symbolic reasoning—as ...

Mathematical reasoning has emerged as a critical frontier in artificial intelligence, particularly in developing Large Language Models (LLMs) capable of performing complex problem-solving tasks. While ...

Suggested Citation: "3 Case Studies." National Academies of Sciences, Engineering, and Medicine. 2023. Artificial Intelligence to Assist Mathematical Reasoning: Proceedings of a Workshop. Washington, ...

Mathematical reasoning is critical for tasks such as precise distance and area computations, trajectory estimations, and spatial analysis in unmanned aerial vehicle (UAV) based remote sensing, yet ...

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