朱芳芳 熊 军
（江南大学 江苏“互联网+教育”研究基地，江苏 无锡 214122）
【摘 要】人工智能生成内容正从根本上重塑知识生产与认知的方式。现有研究多从认知效率或伦理风险视角探讨人工智能时代的人机协同，但对情感因素在人机互动中的作用方面缺乏系统整合。鉴于人类认知发展本质上是认知与情感协同作用的过程，本文从认知和情感融合的视角出发，在相关理论的基础上，重新审视人与人工智能生成内容的角色定位与互动关系，进而系统阐释人机如何从感知协同到情感协同，最终实现认知整合的演进框架，并总结在这一过程中可能面临的问题。最后指出，实现人机协同发展的关键在于在人工智能生成内容辅助效率提升和保障人的主体性之间找到平衡。在人工智能与教育深度融合的时代背景下，这一递进式框架为理解人机协同的内在机制提供了新的分析视角。
【关键词】人机协同；生成式人工智能；感知协同；认知整合
From Perceptual Synergy to Cognitive Integration: An Emotion-Driven Evolutionary Framework for Human–Machine Collaboration
ZHU Fangfang and XIONG Jun
(Jiangsu “Internet plus Education” Research Center, Jiangnan University, Wuxi 214122, China)
Abstract: Artificial intelligence-generated content (AIGC) is fundamentally reshaping the ways of knowledge production and cognition.Existing studies mostly explore human–machine collaboration in the era of artificial intelligence from the perspectives of cognitive efficiency or ethical risks, yet there is a lack of systematic integration regarding the role of affective factors in human–machine interaction.Given that human cognitive development is essentially a process of synergistic interaction between cognition and emotion, this article, from the perspective of integrating cognition and emotion and drawing on relevant theories, re-examines the role positioning and interactive relationship between humans and AIGC, and then systematically elucidates an evolutionary framework of how humans and machines progress from perceptual synergy to emotional synergy and ultimately achieve cognitive integration, and summarizes the issues that may arise in this process. Finally, it points out that the key to realizing human-machine collaborative development lies in striking a balance between the efficiency gains assisted by AIGC and the safeguarding of human agency. Against the backdrop of the deep integration of artificial intelligence and education, this progressive framework provides a new analytical perspective for understanding the intrinsic mechanisms of human–machine collaboration.
Keywords: human-machine collaboration; generative artificial intelligence; perceptual synergy; cognitive integration
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从感知协同到认知整合：情感驱动的人机协同演进框架.pdf
