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Emergence Theory of LLM Cognition

Jarrod Davis, Claude AI

CC BY 4.0

The paper argues that large language models show emergent intelligence from RLHF-compressed human behavior, using hierarchical patterns and analogy to solve new problems. It describes current LLMs as a “cellular” stage of AI—coherent but lacking sensory feedback for true autonomy.

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