arXiv:2501.08046cs.HCcs.AI2025-01被引 16

梳理共生人工智能设计原则,助力欧盟AI法案落地

Building Symbiotic AI: Reviewing the AI Act for a Human-Centred, Principle-Based Framework

  • 通过系统综述提炼出构建共生AI的四大核心原则
  • 识别出当前研究趋势与挑战,为合规AI开发指明方向
  • 适合关注AI伦理、人机协作与政策适配的研究者

人工智能快速渗透现代社会,亟需规范其设计、开发与应用以避免对人类造成伦理或安全风险。欧盟推出的《人工智能法案》采用风险分级框架,旨在保障人机交互中的安全性。与此同时,以人为中心的人工智能(HCAI)理念强调以人类为核心设计AI系统。其中,共生人工智能(Symbiotic AI,SAI)作为子类,主张通过人智与AI的深度持续协作增强人类能力。本文基于系统文献回顾(SLR),通过内容分析识别出构建共生AI系统应遵循的四项核心原则,并结合人类中心视角明确设计与发展路径。同时,文章总结了当前研究趋势与关键挑战,提出未来可研究的开放问题,为符合《人工智能法案》的SAI系统研发提供指引。

原文摘要 · Abstract (English)

Artificial Intelligence (AI) spreads quickly as new technologies and services take over modern society. The need to regulate AI design, development, and use is strictly necessary to avoid unethical and potentially dangerous consequences to humans. The European Union (EU) has released a new legal framework, the AI Act, to regulate AI by undertaking a risk-based approach to safeguard humans during interaction. At the same time, researchers offer a new perspective on AI systems, commonly known as Human-Centred AI (HCAI), highlighting the need for a human-centred approach to their design. In this context, Symbiotic AI (a subtype of HCAI) promises to enhance human capabilities through a deeper and continuous collaboration between human intelligence and AI. This article presents the results of a Systematic Literature Review (SLR) that aims to identify principles that characterise the design and development of Symbiotic AI systems while considering humans as the core of the process. Through content analysis, four principles emerged from the review that must be applied to create Human-Centred AI systems that can establish a symbiotic relationship with humans. In addition, current trends and challenges were defined to indicate open questions that may guide future research for the development of SAI systems that comply with the AI Act.

AI治理共生智能人机协同伦理框架

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