Foundation models offer a new opportunity to redesign existing systems and workflows with a new AI first perspective. However, operationalizing this opportunity faces several challenges and tradeoffs. The goal of this article is to offer an organizational framework for making rational choices as enterprises start their transformation journey towards an AI first organization. The choices provided are holistic, intentional and informed while avoiding distractions. The field may appear to be moving fast, but there are core fundamental factors that are relatively more slow moving. We focus on these invariant factors to build the logic of the argument.

翻译：基础模型为从人工智能优先的新视角重新设计现有系统和工作流程提供了新机遇。然而，实现这一机遇面临若干挑战和权衡。本文旨在提供一个组织框架，帮助企业在迈向人工智能优先组织的转型之旅中做出理性选择。所提供的选择具有整体性、目的性和信息充分性，同时避免干扰因素。该领域看似变化迅速，但存在一些相对更为缓慢的核心基础因素。我们聚焦于这些不变因素来构建论证逻辑。