论文标题
模仿模型:像您一样行动的AI的道德含义
Mimetic Models: Ethical Implications of AI that Acts Like You
论文作者
论文摘要
人工智能研究中的一个新兴主题是创建模型,以模拟特定人员的决策和行为,包括游戏玩法,文本生成和艺术表达。这些模型以对个人的量身定制的方式超越了早期的方法,以及它们是为互动而设计的方式,而不仅仅是固定的预计行为的再现。我们将这些称为模仿模型,在本文中,我们开发了一个框架,以表征其日益增长的可用性所带来的道德和社会问题。我们的框架包括用于使用此类模型的许多不同方案,并考虑了对一系列不同参与者的影响,包括正在建模的目标,部署模型的操作员以及与之交互的实体。
An emerging theme in artificial intelligence research is the creation of models to simulate the decisions and behavior of specific people, in domains including game-playing, text generation, and artistic expression. These models go beyond earlier approaches in the way they are tailored to individuals, and the way they are designed for interaction rather than simply the reproduction of fixed, pre-computed behaviors. We refer to these as mimetic models, and in this paper we develop a framework for characterizing the ethical and social issues raised by their growing availability. Our framework includes a number of distinct scenarios for the use of such models, and considers the impacts on a range of different participants, including the target being modeled, the operator who deploys the model, and the entities that interact with it.