A perspective paper arguing that LLM emergence claims are incomplete without evidence of internal coarse-grained representations, and that LLMs have not shown emergent intelligence.
Preventing the immense increase in the life-cycle energy and carbon foot- prints of llm-powered intelligent chatbots.Engineering, 40:202–210, 2024
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Large Language Models and Emergence: A Complex Systems Perspective
A perspective paper arguing that LLM emergence claims are incomplete without evidence of internal coarse-grained representations, and that LLMs have not shown emergent intelligence.