论文标题
随着组合的函数,人类生态系统突然变化
Human-AI ecosystem with abrupt changes as a function of the composition
论文作者
论文摘要
人工智能机器的渐进式出现可能既代表机会或威胁。为了了解即将发生的事情,我们提出了一个模型来模拟人类生态系统。特别是,我们考虑了代理人存在偏见,点对点相互作用以及三个至关重要的身体相互作用的系统,并描述了两个与人造药物相互作用的人和两个与人相互作用的人工智能剂。我们通过探索人工智能剂的相对分数如何影响生态系统来关注分析。我们发现证据表明,对于相互作用参数的合适值,该百分比的任意变化可能会触发系统的急剧变化,这可以是在两个极化状态之一,或者处于不确定状态。
The progressive advent of artificial intelligence machines may represent both an opportunity or a threat. In order to have an idea of what is coming we propose a model that simulate a Human-AI ecosystem. In particular we consider systems where agents present biases, peer-to-peer interactions and also three body interactions that are crucial and describe two humans interacting with an artificial agent and two artificial intelligence agents interacting with a human. We focus our analysis by exploring how the relative fraction of artificial intelligence agents affect that ecosystem. We find evidence that for suitable values of the interaction parameters, arbitrarily small changes in such percentage may trigger dramatic changes for the system that can be either in one of the two polarised states or in an undecided state.