负责任人工智能的综合理论框架

Ahmad Haidar
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引用次数: 0

摘要

人工智能(AI)与各行各业的快速融合产生了显著的效益,如提高业务效率和客户满意度,同时也带来了挑战,包括隐私问题、算法偏见和对自主性的威胁。针对这些多方面的问题,本研究提出了一个新颖的 "负责任的人工智能(RAI)"综合理论框架,涉及四个关键维度:技术、可持续发展、负责任的创新管理和立法。负责任的创新管理和法律维度构成了该框架的基础层。前者将预测和反思性等要素纳入企业文化,后者则研究了欧盟和美国针对人工智能的法律,为管理人工智能的法律框架提供了一个比较视角。这项研究的发现可能对寻求以负责任的方式整合人工智能的企业、专注于创建负责任的合规人工智能的开发人员以及希望提高对 RAI 的认识并为其制定指导方针的政策制定者有所帮助。
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An Integrative Theoretical Framework for Responsible Artificial Intelligence
The rapid integration of Artificial Intelligence (AI) into various sectors has yielded significant benefits, such as enhanced business efficiency and customer satisfaction, while posing challenges, including privacy concerns, algorithmic bias, and threats to autonomy. In response to these multifaceted issues, this study proposes a novel integrative theoretical framework for Responsible AI (RAI), which addresses four key dimensions: technical, sustainable development, responsible innovation management, and legislation. The responsible innovation management and the legal dimensions form the foundational layers of the framework. The first embeds elements like anticipation and reflexivity into corporate culture, and the latter examines AI-specific laws from the European Union and the United States, providing a comparative perspective on legal frameworks governing AI. The study's findings may be helpful for businesses seeking to responsibly integrate AI, developers who focus on creating responsibly compliant AI, and policymakers looking to foster awareness and develop guidelines for RAI.
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