论文标题
创建启用AI的系统的6-D
The 6-Ds of Creating AI-Enabled Systems
论文作者
论文摘要
我们进入了目前的人工智能(AI)春季的第十个年,就像以前的AI炒作周期一样,AI冬季的威胁迫在眉睫。 AI冬天是由于无效地导航死亡技术谷的方法。 6-D框架提供了一个端到端的框架,以成功应对这一挑战。 6-D框架始于问题分解,以识别潜在的AI解决方案,并以用于部署AI支持系统的考虑。本文描述了6-D框架的每个组件和精确药物用例。
We are entering our tenth year of the current Artificial Intelligence (AI) spring, and, as with previous AI hype cycles, the threat of an AI winter looms. AI winters occurred because of ineffective approaches towards navigating the technology valley of death. The 6-D framework provides an end-to-end framework to successfully navigate this challenge. The 6-D framework starts with problem decomposition to identify potential AI solutions, and ends with considerations for deployment of AI-enabled systems. Each component of the 6-D framework and a precision medicine use case is described in this paper.