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RESEARCH54

Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion

arXiv CS.AIΒ·June 9, 2026

This article examines the nature of chatbots, particularly Large Language Models, as problem-solving conversational partners, drawing on Aggregation Dynamics, Cognitive Linguistics, Neuropsychology, and Psychology. It hypothesizes that LLM training datasets only partially imitate human thinking and understanding, encoding artificial metaphorical problem propagations.

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