Through a series of federal initiatives and orders, the U.S. Government has been making a concerted effort to ensure American leadership in AI. These broad strategy documents have influenced organizations such as the United States Department of the Air Force (DAF). The DAF-MIT AI Accelerator is an initiative between the DAF and MIT to bridge the gap between AI researchers and DAF mission requirements. Several projects supported by the DAF-MIT AI Accelerator are developing public challenge problems that address numerous Federal AI research priorities. These challenges target priorities by making large, AI-ready datasets publicly available, incentivizing open-source solutions, and creating a demand signal for dual use technologies that can stimulate further research. In this article, we describe these public challenges being developed and how their application contributes to scientific advances.
翻译:通过一系列联邦倡议和命令,美国政府一直在协同努力,确保美国在AI中发挥领导作用。这些广泛的战略文件对美国空军部等组织产生了影响。DAF-MIT AI 加速器是DAF和MIT之间的一项倡议,旨在弥合AI研究人员与DAF任务要求之间的差距。DAF-MIT AI 加速器支持的几个项目正在形成解决许多联邦AI研究优先事项的公众挑战问题。这些挑战的目标是通过公布大量已准备好的AI数据集、鼓励开放源码解决方案、为能够刺激进一步研究的两用技术建立需求信号等手段来确定优先事项。我们在本篇文章中描述了正在开发的这些公众挑战及其应用如何促进科学进步。