换言之，模型能力是水，但缺乏将水引向农田的高效管道流量与场景的入口。在上半场，引流权始终掌握在手机操作系统与超级App手中，而在下半场，硬件，被重估控制水源的终极闸门。
On top of that news, Google had announcements of its own to make at Unpacked regarding new Android AI features, which will of course be available on S26 devices. On those handsets and the Pixel 10 lineup, the Gemini app will soon have a feature (in beta) that enables you to offload multi-step tasks, such as booking a ride or putting a grocery order together, to AI. It sure sounds like an attempt to build out agentic AI features on mobile devices.
，更多细节参见51吃瓜
在2025云栖大会上，DataWorks 发布多项重磅能力，全面升级为面向开源湖仓的智能数据开发治理平台。依托 Data Lake Formation（DLF） 与统一元数据服务，实现结构化、半结构化及非结构化数据的统一管理。新增多模态数据管理、ChatBI、Data+AI 开发 Notebook 等模块，结合 Serverless Spark 引擎优化，大幅提升开发效率与资源利用率。
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