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Measuring the metacognition of AI
如何量化AI的元认知能力？这篇论文探索了AI系统在不确定环境中决策的内在机制。
arXiv:2603.29693v3 Announce Type: replace Abstract: A robust decision-making process must take into account uncertainty, especially when the choice in…
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The Illusion of Opting in AI-Mediated Consequential Decisions
AI决策中的“选择”是否真实？基于Ullmann-Margalit哲学概念剖析本质。
arXiv:2605.28210v1 Announce Type: new Abstract: Drawing on Ullmann-Margalit's concept of opting (transformative, irrevocable, and shadowed by foreclos…
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Artificial Intolerance: Stigmatizing Language in Clinical Documentation Skews Large Language Model Decision-Making
临床文档里的污名化语言，会如何悄悄带偏大模型的医疗决策？这篇论文揭秘偏见机制
arXiv:2605.17228v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed in high-stakes domains such as clinical decisio…