arXiv cs.CY· Omar Al-Refai, Yadira Colunga Reyes, Celeste Riley, Eman Hammad·· 12 小时前AI 评分29
人机交互与心理三元组：认知、行为与情感影响的多领域综述
Human-AI Interactions and the Psychological Triad: A Multi-Domain Survey of Cognitive, Behavioral, and Emotional Impacts
AI 导读
一篇综述提出基于认知、行为、情感的心理三元组框架，并综合为 TRIAD 模型——由评估、执行、调节构成的递归框架。综述发现 AI 能提升记忆、创造力与参与度，但同时带来批判性思维减弱、技能退化与焦虑上升等系统性风险；情感层面既有支持与减压，也涉及依赖、不当依恋与伦理监管问题。
正文 · 原文
Abstract:As human-AI interactions increasingly reshape social and research landscapes, the risks of overreliance, cognitive offloading, and the nuanced degradation of human agency have become more apparent. This paper addresses these challenges by introducing a novel conceptual framework based on the psychological triad: cognition, behavior, and emotion. Through a comprehensive survey of recent research, we observe that while AI can substantially enhance outcomes such as memory, creativity, and engagement, it simultaneously introduces systemic risks, including diminished critical thinking, skill erosion, and increased anxiety. Emotional outcomes are shown to be similarly mixed, with AI systems offering support and stress reduction while raising critical concerns regarding dependency, inappropriate attachments, and ethical oversight. By synthesizing these findings into the TRIAD model, a recursive framework of appraisal, execution, and regulation, this paper moves beyond isolated metrics toward a systems-level understanding of how AI shapes cognitive depth, behavioral patterns, and emotional development over time. The proposed model underscores the need for responsible, context-aware AI integration and establishes a grounded evaluation framework capable of capturing the complex, human-centered trade-offs inherent in modern technological advancement.
| Comments: | v2: updated version as submitted to Computers in Human Behavior Reports |
| Subjects: | Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computers and Society (cs.CY) |
| Cite as: | arXiv:2510.17753 [cs.HC] |
| (or arXiv:2510.17753v3 [cs.HC] for this version) | |
| https://doi.org/10.48550/arXiv.2510.17753 arXiv-issued DOI via DataCite |
Submission history
From: Omar Al-Refai [view email]
[v1]
Mon, 20 Oct 2025 17:06:46 UTC (434 KB)
[v2]
Tue, 21 Oct 2025 02:16:50 UTC (631 KB)
[v3]
Thu, 22 Oct 2026 22:15:38 UTC (5,096 KB)
来源：arXiv cs.CY · arxiv.org