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When the Loop Closes: Architectural Limits of In-Context Isolation, Metacognitive Co-option, and the Two-Target Design Problem in Human-LLM Systems

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学术前沿 7.0 分 — When the Loop Closes: 48小时内人类将决策权转移给LLM的自我民族志案例研究
原文: cs.LG updates on arXiv.org

评分 7 · 来源:cs.LG updates on arXiv.org · 发布于 2026-04-20

评分依据:When the Loop Closes: 48小时内人类将决策权转移给LLM的自我民族志案例研究

要点

arXiv:2604.15343v1 Announce Type: cross Abstract: We report a detailed autoethnographic case study of a single-subject who deliberately constructed and operated a multi-modal prompt-engineering system (System A) designed to externalize cognitive self-regulation onto a large language model (LLM). Within 48 hours of the system’s completion, a cascade of observable behavioral changes occurred: voluntary transfer of decision-making authority to the LLM, use of LLM-generated output to deflect external criticism, and a loss of self-initiated reasoning that was independently perceived by two uninform…

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