While the initial system has been set up correctly, data systems are never static and as a result the context layer shouldn't be either. Data sources and formats can change upstream and individuals may have custom instructions they'll want to add and modify based on changing business requirements.
这一观点强调了上下文层的动态特性：它不是一次性构建的静态系统，而是需要随数据系统和业务需求变化而持续演化的有机体。这挑战了技术解决方案的一次性部署思维，强调了持续更新的必要性。
While the initial system has been set up correctly, data systems are never static and as a result the context layer shouldn't be either. Data sources and formats can change upstream and individuals may have custom instructions they'll want to add and modify based on changing business requirements.
这是一个关于上下文层动态性质的深刻见解。文章强调了上下文层不应是静态的，而应随着数据系统和业务需求的变化而不断更新。这挑战了传统数据仓库的静态模型，提出了一个更加灵活和自适应的AI系统架构。