Every #GeminiAtWork update in 2 minutes: 1. One Cloud Agent: Shared memory across CLI, web, mobile & Workspace 2. Trusted Context: Knowledge Catalog & Borderless Lakehouse 3. Built-In Control: Agent Sandbox, Identity, spend caps & Smart Routing

Shared memory across CLI, web, mobile and Workspace sounds great until one poisoned context follows you into every surface. Where does the sandbox draw the line on memory that shouldn't persist?

That is a big leap for Gemini at work.

跨端少解释几遍背景很省事 记忆也得让用户看得见 改得动

这个花费上限把Token和沙箱费用一起算，触发后暂停项目代理，再让人决定要不要继续，比一封超额提醒邮件更实际。长任务还得展示停在哪一步、已经产出了什么；否则即使能一键恢复，也难判断下一笔预算该不该加。

So where is Gemini 4.0 Argon ?

Nice

Shared context makes provenance important too: carry the source, user permission and tool action with a result across surfaces, so teams can audit where an agent answer came from. #EnterpriseAI #AIAgents