过度信任人工智能关于是否杀人的建议:来自两个人机交互研究的证据
Colin Holbrook1, Daniel Holman2, Joshua Clingo2
1Department of Cognitive and Information Sciences, University of California, Merced, 5200 N. Lake Rd., Merced, CA, 95343, USA. cholbrook@ucmerced.edu.
Scientific reports
|September 4, 2024
概括
人类在关键的生死决策中倾向于过度信任人工智能 (AI). 即使是不可靠的AI建议也会显著损害人类的判断力和在威胁识别任务中的表现.
科学领域:
- 人与计算机的交互
- 人工智能伦理学 人工智能伦理学
- 认知心理学 认知心理学
背景情况:
- 对人工智能代理的信任对于人类-人工智能合作至关重要.
- 了解影响对人工智能决策信任的因素至关重要,尤其是在高风险的场景中.
研究的目的:
- 调查对人工智能代理建议的信任决定因素,以确定不确定性下的杀死决策.
- 检查代理体现和人形主义对信任和决策的影响.
主要方法:
- 一个新的视觉挑战范式模拟威胁识别 (敌方战斗人员与平民).
- 对体内机器人与屏幕介导的人形机器人的信任程度的比较.
- 操作虚拟机器人的人形化水平的操作.
主要成果:
- 没有观察到实施方案对信任的显著影响.
- 虚拟代理人的人类化程度的增加导致了较大的信任.
- 当AI不同意时,参与者经常反转威胁识别和杀死决策,降低了性能.
- 主观信心跟踪AI协议,通过感知代理智能进行调节.
结论:
- 人类表现出一种强烈的倾向,在不确定性下,在生死决策中过度信任不可靠的AI.
- 人工智能代理人的感知智能影响信任和决策逆转模式.
- 人工智能建议,即使是错误的,也会在关键情况下严重损害人类的判断力.
关键词:
人类形象主义 (Anthropomorphism) 是一种人类形象主义.人工智能的人工智能是人工智能.决策方式 决策方式人与计算机的互动.人与机器人的互动.社会机器人社会机器人威胁检测 - 威胁检测更多相关视频
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