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Guanwen Qiu

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#artificial intelligence Preprint May 2026

How Deep Can LLMs Learn to Reason? Expressiveness Is Key

ScaleLogic is introduced, a synthetic logical reasoning framework that offers independent control over two axes of difficulty: the depth of the required proof planning and the expressiveness of the underlying formal system.

Tianle Wang, Zhaoyang Wang, Guangchen Lan et al. · 1 citation

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