Introduction: High Expectations

B. Shneiderman
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引用次数: 0

Abstract

This book proposes a new synthesis in which AI-based intelligent algorithms are combined with human-centered thinking to make HCAI. This approach will increase the chance that technology will empower rather than replace people. In the past, researchers and developers focused on building AI algorithms and systems, stressing machine autonomy and measuring algorithm performance. The new synthesis gives equal attention to human users and other stakeholders by raising the value of user experience design and by measuring human performance. Researchers and developers for HCAI systems value meaningful human control, putting people first by serving human values such as rights, justice, and dignity, and supporting goals such as self-efficacy, creativity, responsibility, and social connections.
简介:高期望值
本书提出了一种新的综合方法,将基于人工智能的智能算法与以人为本的思维相结合,形成HCAI。这种方法将增加技术赋予人权力而不是取代人的机会。过去,研究人员和开发人员专注于构建人工智能算法和系统,强调机器自主性和衡量算法性能。新的综合通过提高用户体验设计的价值和衡量人的表现,对人类用户和其他利益相关者给予了同等的关注。HCAI系统的研究人员和开发人员重视有意义的人类控制,通过服务于人类价值观,如权利、正义和尊严,以及支持自我效能、创造力、责任和社会联系等目标,把人放在首位。
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