Briefing · 2026-08-04
技术简报 - 2026-08-04
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The briefing's title, the editors' summary and their notes are written in Chinese, as are skill and knowledge entries.
Overview
#今天只有一条新信号，但它自己就够撑起一期：DeepMind 的 Gemini Robotics 2 把这个站点一直在跟踪的那套智能体架构——把接口声明为工具、用流式多模态上下文、执行中自纠、多个智能体分工——完整地接到了物理执行器上。真正的新东西不是机器人会走路了，而是它开始能回答「这一步做完了没有」：时刻定位 91.3%、平均误差 0.96 秒。今天真正开放的也正是这一层（ER 2 已在 Gemini API 上），动作模型还只给早期合作伙伴。配它重读 Ai2 的 Shippy 复盘：那篇讲的是纯软件智能体在高风险场景里怎么判断自己做对没有，靠的是人写的检查；这条讲的是同一个问题被做成了模型自带的指标。两篇合起来，是同一道题的两种解法。
Immediate attention
#The highest-rated published signals; the editors' pinned items come first.
Gemini Robotics 2 brings whole body intelligence to robots
Gemini Robotics 2 is a family of three models — a vision-language-action model for whole-body humanoid control, an embodied reasoning model (ER 2) that orchestrates tools and tracks task...
For 在设计多步智能体工作流、正在为「怎么知道一步做完了」发愁的工程师、关注流式多模态输入与低延迟编排的应用开发者、评估具身/物理 AI 是否值得现在投入的技术决策者
Worth tracking
#Worth following, but each needs more context or confirmation before it becomes a priority.
What building Shippy taught us about building agents
Ai2's Skylight team shares engineering lessons from Shippy, a maritime-domain-awareness agent serving analysts in 70+ countries...
For 把智能体推向生产环境的工程团队、智能体平台与基础设施建设者、关注智能体评估方法的从业者
Sources
#The public sources behind the published signals in this briefing.
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