AINeutralarXiv – CS AI · 3h ago6/10
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Geometry of Human Perceptual Domains Emerges Transiently in LLM Representations
Researchers discovered that large language models develop geometric structures in their internal representations that mirror human perceptual organization across domains like color, pitch, and emotion, despite training only on text. These perceptual geometries emerge transiently in intermediate layers, providing new insight into how LLMs develop human-like conceptual understanding without direct sensory supervision.