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cs.AI2026
A First-Principles Theory of Slow Thinking and Active Perception
Hongkang Yang, Zhi-Qin John Xu, Feiyu Xiong +1
As part of a series on first-principles modeling of cognitive functions, this paper attempts to provide a mathematical formulation of thinking and perception. It formally derives s…
cs.AI2026
Small Initialization Matters for Large Language Models
Liangkai Hang, Junjie Yao, Zhiyu Li +3
Large language models provide a tractable system for asking how intelligence itself emerges, rather than only how LLMs can be engineered. Although progress is usually attributed to…