在安全关键的网络基础设施中,人与人工智能的交互
Marco Mussi1, Alberto Maria Metelli1, Marcello Restelli1
1Politecnico di Milano, Milan, Italy.
iScience
|September 25, 2025
概括
人工智能 (AI) 提高了关键基础设施的弹性. 确保健康的人与人工智能的互动对于能源和移动部门的安全运营至关重要.
科学领域:
- 计算机科学 计算机科学
- 决策科学 决策科学
- 心理学 心理学 心理学
- 工业实践 工业实践 工业实践
背景情况:
- 人工智能 (AI) 正在彻底改变社会和关键基础设施.
- 人工智能集成增强了运营灵活性和对危险的弹性.
- 人工智能的兴起需要人类-人工智能交互的新范式.
研究的目的:
- 概述有效的人类-人工智能交互的挑战和要求.
- 探索融合计算机科学,决策,心理学和工业的跨学科方法.
- 分析能源和移动领域的标志性安全关键场景.
主要方法:
- 人与人工智能交互的跨学科审查.
- 专注于电网,铁路网络和空中交通管理中的安全关键系统.
- 分析AI在决策和人类协作中的作用.
主要成果:
- 确定了定义人类和人工智能系统角色的关键挑战.
- 强调需要一个明确定义的生态系统,以实现健康的人与人工智能的协作.
- 强调了跨学科方法对有效融合的重要性.
结论:
- 有效的人与人工智能的互动对于在安全关键领域利用人工智能至关重要.
- 需要进一步的研究,以建立人类-人工智能合作的明确框架.
- 成功的整合需要解决技术,心理和工业方面的问题.
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