证明我们对人工智能系统可靠性的信念:一种可靠的方法
1Institute of Biomedical Ethics and History of Medicine, University of Zurich, Zurich, Switzerland. aferrario@ethz.ch.
Science and engineering ethics
|November 21, 2024
概括
这项研究提出了理解人工智能 (AI) 可信度的新框架. 它展示了如何合理的信念,或信任,可以形成关于人工智能可靠性的人类-人工智能交互.
科学领域:
- 人工智能的哲学 人工智能的哲学
- 认识论的认识论学.
- 人与计算机的交互
背景情况:
- 对人工智能 (AI) 系统的认识态度的合理化对于适当依赖人类-AI互动至关重要.
- 人工智能可信度是一个复杂的,时间依赖的属性,具有实际和感知的维度.
- 现有的框架缺乏一个强大的方法来评估关于AI可信度的信念的理由.
研究的目的:
- 提出一个新的框架来证明对人工智能可信度的认识态度的合理性.
- 将AI可信度概念化为一个时间相对的复合性质.
- 建立一个可靠的帐户,以证明AI可信度的合理信誉.
主要方法:
- 概念化可信度作为一个复合性质,具有实际和感知的方面.
- 使用信任 (充满信心的信念) 作为适当的认识态度.
- 从唐的合理信任的概率理论中得出一个可靠的帐户.
- 根据校准的评估过程来定义合理的资格.
主要成果:
- 凭证被确定为代表AI可信度随着时间的推移的合适态度.
- 引入了一个可靠的账户,将合理的信誉与校准的评估过程联系起来.
- 拟议的账户对实际和感知AI可信度进行校准.
- 该框架提供了一种方法来测量用户对AI可信度感知的可靠性.
结论:
- 开发的框架为理解和证明AI可信度的信念提供了哲学基础.
- 它提供了可操作的见解,通过确保对人工智能系统的适当依赖来增强人类-人工智能交互.
- 这项研究通过提供一种评估人工智能可信度感知可靠性的方法,为人工智能的伦理学做出了贡献.
关键词:
人工智能的人工智能是人工智能.这是一种信仰,一种信仰.授权证书 授权证书 是指授权证书.认识论的认识论学.理由 证明 理由 证明可靠主义的可靠性可信度 值得信赖 值得信赖值得信赖的AI 值得信赖的AI更多相关视频
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