设计可持续的 AI 服务工程系统

AI 摘要

EXL 赞助内容指出，企业 AI 的竞争优势正从模型能力转向围绕模型构建的服务工程系统（serving harness），涵盖架构、内存管理、调度与优化。文章建议技术负责人从工作负载而非模型出发，先测量并定位主要瓶颈再优化，并构建可适应模型与硬件变化的架构，以可靠、经济、可扩展地交付 AI 能力。

正文节选

Sponsored Provided byEXL The next competitive advantage in enterprise AI has less to do with which model you choose than with what you build around it. That’s an important shift. For the past several years, much of the AI conversation has centered on model capability: bigger models, better reasoning, larger context windows, higher benchmark scores. Those advances have been extraordinary. But as AI moves from experimentation to production, the question facing enterprise leaders has changed—it’s n

发布时间：2026-10-23 05:17

抓取时间：2026-10-23 06:49

来源机构：MIT Technology Review