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Science · Mathematics

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Thinking Machines: Mathematical Reasoning in the Age of LLMs

Large Language Models (LLMs) have demonstrated impressive capabilities in structured reasoning and symbolic tasks, with coding emerging as a particularly successful application. This progress has naturally motivated efforts to extend these models to mathematics, both in its traditional form, expressed through natural-style mathematical language, and in its formalized counterpart, expressed in a symbolic syntax suitable for automatic verification. Yet, despite apparent parallels between programming and proof cons…

Big Data and Cognitive Computing · Science

Thinking Machines: Mathematical Reasoning in the Age of LLMs