什么是 Foundry？

Weaviate的Foundry工具通过扫描现有档案并生成可搜索的创意库，实现高效的内容检索，无需重命名或移动文件。

微软通过Foundry平台实现大规模AI代理部署，关键挑战包括生产环境中的数据漂移和工具集成，解决方案涉及子代理检索和身份管理。

AI has arrived in the enterprise, and the shift is happening all at once. Every function, every role, every workflow is being reshaped. At the same time, a new class of organizations is emerging, one that will look fundamentally different from the companies that defined the last era of business. The winners won’t be those with the most demos, but those that turn AI into a governed, continuously improving system for running real work.

微软宣布GPT-5.6集成Work IQ至多款办公产品，宣称提升推理能力与输出质量。

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Fireworks AI demonstrated an end-to-end workflow for high-performance inference directly on Foundry at MSBuild, emphasizing how unified infrastructure reduces latency, cost, and simplifies deployment.

Satya Nadella 宣传微软 Foundry 平台支持跨时间边界的有状态智能体，可编排工具与模型，并实现长周期工作流的闭环评估与迭代。