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The Verge AI · 2026/7/30 17:18:45

Google DeepMind’s new AI model can control a robot’s entire body
AI 中文解读
Google DeepMind 发布了一款全新AI模型,能让仿人机器人实现从脚底到指尖的全身控制,不再是以前只能动上半身的“半身不遂”状态。
通俗来讲,这个新模型就像给机器人装了一个完整的“运动神经中枢”。以前的机器人只能笨拙地动动胳膊,现在它能“看”懂周围环境,然后协调全身做出蹲下、弯腰、伸手、抓取等连贯动作。比如视频里展示的,机器人能自己弯腰捡起洒水壶,或者从货架上找到特定物品拿下来。更厉害的是,新模型还能操控五根手指完成精细活,像封上密封袋、系垃圾袋、拧灯泡这种需要巧劲的动作也不在话下。同时,谷歌还升级了机器人的“思考”系统,让它能更好地理解任务从哪开始到哪结束,并且允许多个不同类型的机器人协作干活,比如一个机器人指挥另一个往箱子里放工具。
对普通人来说,这意味着机器人离走进日常生活又近了一步。未来工厂里它们能更灵活地搬运和组装零件,家里或许能帮忙做打扫、收纳甚至简单修理。虽然目前移动速度还有提升空间,但这项突破让机器人变得更像“全能帮手”,而不是只能固定干一件事的机器。
TechCloseTechPosts from this topic will be added to your daily email digest and your homepage feed.FollowFollowSee All TechAICloseAIPosts from this topic will be added to your daily email digest and your homepage feed.FollowFollowSee All AINewsCloseNewsPosts from this topic will be added to your daily email digest and your homepage feed.FollowFollowSee All NewsGoogle DeepMind’s new AI model can control a robot’s entire bodyGemini Robotics 2 controls a humanoid robot from ‘feet to fingertips.’Gemini Robotics 2 controls a humanoid robot from ‘feet to fingertips.’by Emma RothCloseEmma RothNews WriterPosts from this author will be added to your daily email digest and your homepage feed.FollowFollowSee All by Emma RothJul 30, 2026, 5:18 PM UTCLinkShareGiftApptronik’s Apollo 2 robot takes a baseball glove off of a shelf. Image: GoogleEmma RothCloseEmma RothPosts from this author will be added to your daily email digest and your homepage feed.FollowFollowSee All by Emma Roth is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO.Google DeepMind says the latest version of its Gemini Robotics AI model can “control entire humanoid robots.” While the previous model focused on controlling a humanoid robot’s upper body, Gemini Robotics 2 now supports “whole-body motions” ranging from its feet to fingertips, according to an announcement on Thursday.The new model will allow humanoid robots to perform a wider range of actions, as it allows them to walk, crouch, stretch, and manipulate objects. Videos shared by Google show how Apptronik’s Apollo 2 robot can bend over to pick up a watering can, as well as find and take specific items off a shelf.Though Google DeepMind notes that its robots “have more to advance in movement speed,” it adds that this update “is an important step towards the skills needed to complete more complex, real-world tasks that require whole-body coordination.”Additionally, Gemini Robotics 2 supports better dexterity, as it can now control more complex, five-fingered hands. That enables robots to perform tasks like sealing a Ziploc, tying a trash bag, or unscrewing a lightbulb.Google DeepMind is updating Gemini Robotics ER (embodied reasoning) as well, a vision-language model that helps robots to analyze their surroundings, process instructions, and perform multi-step tasks. Gemini Robotics ER 2 is better at completing tasks over an extended period of time and “now understands when tasks begin and end.”Google DeepMind says this update also allows multiple robots of different types to work together and complete tasks, with one video showing how Apollo 2 instructs Google’s dual-arm robot to put tools inside a bin while cleaning the garage.The company notes Gemini Robotics ER 2 is its “safest robotics model to date,” as it can “better detect when humans are nearby, trigger safety tool calls and bring the robot to a safe stop if someone approaches too closely.”Meanwhile, Google DeepMind has brought improvements to its Gemini Robotics On-Device Model, which can run locally on a robot without an internet connection. This model can now adapt to new embodiments faster, including those with “drastically different shapes, sensors and degrees of freedom.”Follow topics and authors from this story to see more like this in your personalized homepage feed and to receive email updates.Emma RothCloseEmma RothNews WriterPosts from this author will be added to your daily email digest and your homepage feed.FollowFollowSee All by Emma RothAICloseAIPosts from this topic will be added to your daily email digest and your homepage feed.FollowFollowSee All AIGoogleCloseGooglePosts from this topic will be added to your daily email digest and your homepage feed.FollowFollowSee All GoogleNewsCloseNewsPosts from this topic will be added to your daily email digest and your homepage feed.FollowFollowSee All NewsRobotCloseRobotPosts from this topic will be added
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