论文标题
安全AI-这怎么可能?
Safe AI -- How is this Possible?
论文作者
论文摘要
Ttraditional Safety Engineering正在进入一个转折点,从确定性的,非进化的系统在定义明确的上下文中运行到越来越多的自主和学习的AI系统,这些系统在很大程度上无法预测的操作环境中起作用。我们概述了安全AI的一些潜在挑战,并提出了一个严格的工程框架,以最大程度地减少不确定性,从而增加信心,直至可容忍的AI系统安全行为。
Ttraditional safety engineering is coming to a turning point moving from deterministic, non-evolving systems operating in well-defined contexts to increasingly autonomous and learning-enabled AI systems which are acting in largely unpredictable operating contexts. We outline some of underlying challenges of safe AI and suggest a rigorous engineering framework for minimizing uncertainty, thereby increasing confidence, up to tolerable levels, in the safe behavior of AI systems.