微软Azure、谷歌云、亚马逊AWS是这一环节的代表，它们的商业模式是将上游硬件转化为可直接使用的算力服务，包括模型训练平台、云存储等，同时通过与上下游形成股权绑定巩固优势，比如微软投资OpenAI后，便锁定了其长期云服务采购需求。
Opus First Contact#With my AGENTS.md file set up, I did more research into proper methods of prompting agents to see if I was missing something that led to the poor performance from working with Sonnet 4.5.
，这一点在WPS官方版本下载中也有详细论述
Asher D’Addamio
For reinforcement learning training pipelines where AI-generated code is evaluated in sandboxes across potentially untrusted workers, the threat model is both the code and the worker. You need isolation in both directions, which pushes toward microVMs or gVisor with defense-in-depth layering.