Despite the intricacies involved in designing a computer as a teampartner, we can observe patterns in team behavior which allow us to describe at a general level how AI systems are to collaborate with humans. Whereas most work on human-machine teaming has focused on physical agents (e.g. robotic systems), our aim is to study how humans can collaborate with information agents. We propose some appropriate team design patterns, and test them using our Collaborative Intelligence Analysis (CIA) tool.
翻译:尽管将计算机设计为团队伙伴的过程错综复杂,但我们可以观察团队行为模式,从而让我们能够从总体上描述AI系统如何与人类合作。 尽管大部分人力机械团队工作都侧重于物理代理(如机器人系统 ), 我们的目标是研究人类如何与信息代理合作。 我们提出一些合适的团队设计模式,并使用我们的合作情报分析工具测试这些模式。