ai Serving Harness 從模型能力轉向可靠性
企業現在專注於構建一個強大的AI Serving Harness，以可靠、經濟地提供智能。
as ai moves from experimentation to production, enterprise leaders are now focused on delivering intelligence reliably, economically, and at scale. this shift in focus has made the serving harness, the engineering system surrounding the ai model, crucial for success. the serving harness includes architecture, memory management, scheduling, and optimization decisions that determine how efficiently model intelligence becomes a production capability. a good serving harness is tailored to the specific workload and business problem, rather than just choosing a model based on capability. for example, a customer-facing assistant has different requirements than a document-processing pipeline. the objective is to deploy the right intelligence at the right cost for the workload, making serving architecture an investment decision.