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#人形机器人
The Humanoid Hub@TheHumanoidHubAI 评分6565
IEEE Spectrum · RoboticsAI 评分4949 HiPHI:面向高精度人体运动与物体交互的大规模基准数据集
IEEE Spectrum 与 Wiley 发布由 Noitom Robotics 赞助的白皮书,介绍 HiPHI 数据集:617.5 小时、亚毫米精度光学动作捕捉的全身人体运动数据,其中 245.7 小时为人与物体交互,含同步物体轨迹与网格,并采用 FrameNet 语言学框架组织覆盖范围。
AI 生成摘要 · 以原文为准
The Robot ReportAI 评分2525 Harmonic Drive 将在 RoboBusiness 分享一体化执行器如何降低工程量
Harmonic Drive 机电一体化应用工程师 Marcel Almonte 将在 10 月 20-21 日于加州 Santa Clara 举行的 RoboBusiness 2026 上发表演讲,主题为集成减速器、电机、驱动器与传感器的一体化执行器设计。演讲将对比分立与一体化架构的权衡,说明一体化执行器如何简化系统集成、减少布线、缩短测试调试并加快上市。
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The Robot ReportAI 评分6666 Boston Dynamics 任命前 Amazon 高管 Rohit Prasad 为新 CEO
Boston Dynamics 宣布任命 Rohit Prasad 为新 CEO,即日起生效,他此前在 Amazon 任 Alexa 与通用人工智能负责人,并主导过 Amazon Nova 基础模型开发,是公司历史上第三位 CEO。公司称此举将加速物理 AI 战略,结合机器人与先进 AI 推动智能机器规模化商业化。Prasad 有望在审批通过后进入董事会。
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The Robot ReportAI 评分4848 TwelveLabs 发布 Pegasus 1.6,为 Physical AI 带来视频理解能力
TwelveLabs 发布 Pegasus 1.6 模型,将视频理解扩展到 Physical AI 领域,是其首个面向第一人称视角(egocentric)视频的 AI 模型,支持动作分割标注、密集描述标注、质量评分、搜索策展与合规标记五类工作流。该模型不要求特定相机或专有硬件,兼容已有视频数据并可分析静态图像,同时改进了手部、物体和工具的实体识别,并为高吞吐视频处理提供更快、更省成本的方案。
AI 生成摘要 · 以原文为准
The Robot ReportAI 评分4444 FireDome 打造自主“火炮”系统用于野火防御
加州初创公司 FireDome 开发了一种全自主地面发射系统,可在消防员抵达前向最远 1,000 英尺(304.8 米)投射含水或阻燃剂的弹体,覆盖约 70 英亩,为社区和关键基础设施铺设阻燃防火带、覆盖易损建筑并压制飞火。其联合创始人兼 CEO Gadi Benjamini 表示,多数野火技术停留在探测阶段,而 WUI 区域 85% 至 90% 的建筑损失由风驱飞火引发。
AI 生成摘要 · 以原文为准
The Humanoid Hub@TheHumanoidHubAI 评分6060AI 生成摘要 · 以原文为准

The Humanoid Hub@TheHumanoidHubAI 评分2323AI 生成摘要 · 以原文为准
The Humanoid Hub@TheHumanoidHubAI 评分6262AI 生成摘要 · 以原文为准
引用Joe Tegtmeyer 🚀 🤠🛸😎@JoeTegtmeyerGiga Texas Optimus factory construction update with 2 short video clips, one 360 at medium-altitude & a closer, lower flight showing tight views of the main steel structure! Ground work started in late March, with 1st steel on May 27. By 1 October, the frame was nearly at the north grade beam, large sections of upper floors were poured, & roofing insulation is arriving. The E side & the entire S half of the foundation have footings & grade beams, but no steel yet. The basic steel structure is ~ 40% assembled so far. This is the dedicated high-volume 7+ million sq ft (~ 650,000 sq m) Gen 4 Optimus plant. @Tesla has not given a standalone cost, but 2026 company capex was guided at ~ $20–25 billion for AI, robotics, & factory expansion; outside estimates put the broader N Campus at ~ $5–10 billion. This is in addition to the Fremont California Optimus plant (which is the Gen 3 pilot line) is sized at ~ 1 million units a year, expected to begin production in late 2026. The Giga Texas plant is 10X larger & has a planned capacity of ~10 million robots a year at full scale (a long-term ceiling, not the startup rate). The current target for limited initial production is late 2027. What is still ahead for construction over the next 6 to 8 months? Electrical conduit, water & sewage pipes, fire-water loop, storm water management drainage & underground pipes, exterior walls, roofing, ground slab & upper floor concrete & mechanical rough-in then equipment deliveries & installation. As you can see, lots of progress already, but there is a lot left to do before production line setup can happen.
The Humanoid Hub@TheHumanoidHubAI 评分5252Boston Dynamics 推出新的四指手,设计上优先考虑可仿真性和制造便利性,而非精确模仿人手形态。该手解锁了大范围的灵巧操作行为,作者称下一步是让 AI 去探索这套硬件的能力边界。
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IEEE Spectrum · RoboticsAI 评分4242 Video Friday:混合空海机器人 ALBATROSS 空投后自旋落水、自扶正并扬帆航行
新加坡科技设计大学在 Science Robotics 发表混合空海机器人 ALBATROSS,可从空中释放、无降落伞自旋降落到水面,着陆后被动自扶正,并复用同一刚性机翼作为船帆进行风能自主航行。其核心思路是让物理结构尽量多承担工作,仅用极少驱动替代空中下降、着陆与海上推进的独立系统。
AI 生成摘要 · 以原文为准
The Humanoid Hub@TheHumanoidHubAI 评分4848监管开始进场。 加州州立竞技委员会已责令 REK 停止举办未经批准的人与机器人笼斗比赛,因为未经该委员会许可或批准就安排人类参赛的搏击赛事,违反了《州立竞技委员会法》。
AI 生成摘要 · 以原文为准
引用The Humanoid Hub@TheHumanoidHubI was there Friday night in San Francisco for the @REK event, and this is something you had be in the room to get it, but I’ll try to describe it. It hit completely differently from robot-versus-robot fights. Those are entertaining, sure, but after a while they start to feel strange. You’re empathizing with machines that aren’t conscious, don’t feel pain, and don’t feel anything. Robot versus human hits different and raw, it was an emotional rollercoaster. I felt real fear for the human fighter, and real excitement, mostly fear, and when it ended there was a huge wave of relief. The robots were remote-controlled, of course, but the kicks were genuinely powerful. We know how power-dense those actuators are, and the human fighter took real hits to his body. The kicks from the six-foot-tall EngineAI T800 seemed nearly impossible to dodge when they were hurled in the right direction. The Unitree H1 was even harder to deal with because its dynamic balance is so good that it just refused to go down. This could be the start of a genuinely new entertainment genre. But I can tell you this: if someone wants to fight a robot with a real AI brain and real perception, you’d need robots that are far less powerful, throttled down, and compliant. Otherwise it ends in serious injury or worse. This is the beginning of something different in robotics and entertainment, and we need to think seriously about it before regulators use moments like this as fearmongering fodder to throttle the entire humanoid frontier. https://x.com/frankie_lapenna/status/2101749052085871039/video/1
The Humanoid Hub@TheHumanoidHubAI 评分3131Clone 解剖学手部设计的最后一批。 针对 11 月发布的下一代躯干,Clone 正在进行大规模的彻底重新设计,使其人形机器人更易控制、更易仿真。
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The Humanoid Hub@TheHumanoidHubAI 评分5454AI 生成摘要 · 以原文为准
引用Dyna Robotics@DynaRoboticsWe are releasing Dyna-2.1, the first Physical Agent that achieves reliable super long-horizon whole-body autonomy. It combines our brand-new semi-humanoid hardware with an agentic system built around Dyna-2 to handle ultra-long real-world workflows. Here is an uncut footage of Dyna-2.1 completing an entire hour-long laundry room workflow, just like a human does.
The Humanoid Hub@TheHumanoidHubAI 评分6363AI 生成摘要 · 以原文为准

IEEE Spectrum · RoboticsAI 评分6060 Boston Dynamics 为 Atlas 机器人推出面向量产的全新手部设计
Boston Dynamics 发布 Atlas 机器人的重新设计手部,从此前三指研究硬件转向可规模化制造的产品,自由度从 7 增至 13,并新增手指外展能力以配合带扳机的工具。官方称新手可使用工具、坚固耐用、易于仿真、可低成本量产和维修,执行器直驱嵌入关节、无肌腱电缆,团队正在评估年产 10 万只所需的细节调整,但放弃了外观上对人手的模仿。
AI 生成摘要 · 以原文为准
The Humanoid Hub@TheHumanoidHubAI 评分5151AI 生成摘要 · 以原文为准
引用Google DeepMind@GoogleDeepMindIntroducing Gemini 4 Argon – our new frontier model. It’s built for complex workflows across coding, enterprise knowledge work, and cybersecurity defense – rolling out today to a set of trusted testers through our Fairwind Program.
The Humanoid Hub@TheHumanoidHubAI 评分3232AI 生成摘要 · 以原文为准

NVIDIA@nvidiaAI 评分5454AI 生成摘要 · 以原文为准
引用Einride@einrideofficialEinride enters a strategic collaboration with @NVIDIADRIVE to accelerate autonomous trucking on highways and suburban roads. Building the next generation of Einride Driver on NVIDIA Hyperion platform, supports capital efficient scale of autonomous capacity across Einride’s freight network. $ENRD
晚点 LatePost@latepostnewsAI 评分6161AI 生成摘要 · 以原文为准
晚点 LatePost@latepostnewsAI 评分6969AI 生成摘要 · 以原文为准
晚点 LatePost@latepostnewsAI 评分7474AI 生成摘要 · 以原文为准
Fabricated KnowledgeAI 评分6666 深度播客:Unitree 的进化对机器人产业意味着什么
Fabricated Knowledge 播客团队分析宇树 Unitree 的人形机器人战略:公司沿用 DJI 路径,自产电机与减速器,把四足机器人价格从数万美元压到几千美元,以量产积累人形机器人所需部件。G1 出货从 2025 年初约 400 台增至九个月后 4,000 台,1 月称达 6,500 台;BOM 分析显示税前 2.7 万美元售价下毛利率约 67%。
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Tesla Optimus@Tesla_OptimusAI 评分3636手部岗位开放招聘,快来加入 https://www.tesla.com/careers/search/?query=Optimus%20Hand&site=US
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引用Yoda@teslayoda🫶Tesla posts new Optimus hand job.
SEC 8-K · Tesla精选AI 评分8888 Tesla 发布 2026 年一季度财报,营收 223.9 亿美元同比增长 16%
Tesla 于 2026 年 4 月 22 日通过 8-K 发布 2026 年一季度业绩:总营收 223.87 亿美元,同比增长 16%;GAAP 营业利润 9.41 亿美元,同比增长 136%,营业利润率 4.2%;GAAP 净利润 4.77 亿美元,non-GAAP 净利润 14.53 亿美元;自由现金流 14.44 亿美元,期末现金及短期投资 447.43 亿美元。
AI 生成摘要 · 以原文为准
关注理由:Tesla Q1 财报披露营收、利润与自由现金流,并更新 Cybercab、Optimus 产线与电池材料产能进展,可对照其汽车、储能与 AI 业务的真实交付节奏。
Tesla Optimus@Tesla_OptimusAI 评分3333在此申请 https://www.tesla.com/careers/search/job/sr-technical-program-manager-optimus-hand-265702
AI 生成摘要 · 以原文为准
引用Yoda@teslayoda🚨Tesla AI is hiring for the Optimus Hand job. This position will lead the architecture, design, prototyping, validation, industrialization, and mass production of the hand hardware subsystem.
SEC 8-K · Tesla精选AI 评分7676 特斯拉发布2026年一季度产量交付数据:生产超40.8万辆、交付超35.8万辆、储能装机8.8 GWh
特斯拉公布2026年一季度生产超过408,000辆汽车、交付超过358,000辆,并部署8.8 GWh储能产品。其中Model 3/Y生产394,611辆、交付341,893辆,其他车型生产13,775辆、交付16,130辆,交付量环比变化约1%和2%。
AI 生成摘要 · 以原文为准
关注理由:特斯拉按季度惯例披露产量、交付量与储能装机数据,为观察其汽车交付节奏和储能业务放量提供了官方口径。
Tesla Optimus@Tesla_OptimusAI 评分3434AI 生成摘要 · 以原文为准
引用Konstantinos Laskaris@K0nstantin0s_A fitting analogy for the pace at which Tesla has been making progress over the years is that of a Formula One car, whose peak acceleration increases in proportion to its speed as a result of enhanced traction generated by aerodynamic downforce. Our goal is to get Optimus to high-volume production as fast as possible. If your passion is designing drive systems, electronics, sensors, dynamic harness, cameras, body or hand structures and you want to overcome micron tolerancing challenges, and accelerate the scalability of humanoid robot manufacturing, this is the opportunity for you! You will learn a ton and make a huge impact! Apply here: https://www.tesla.com/careers/search/?site=US&query=optimus
Tesla Optimus@Tesla_OptimusAI 评分3434AI 生成摘要 · 以原文为准

Tesla Optimus@Tesla_OptimusAI 评分5050AI 生成摘要 · 以原文为准
引用Dwarkesh Patel@dwarkesh_sp.@elonmusk told me he plans to build “Optimus Academy” to train an army of humanoid robots. > “millions of simulated robots in the simulated world” > “tens of thousands of robots in the real world, to close the simulation to reality gap.” Why? There’s two big differences between the way Tesla will train humanoid robots and the way it built Full Self-Driving. - FSD only requires learning three degrees of freedom: turning, accelerating, braking … and a humanoid robot has to learn how to coordinate 50+ joints. - You can sell a Tesla without FSD, which allows you to collect the millions and millions of hours of driving data needed to bootstrap your model ... but you can’t sell an Optimus that hasn’t learned how to do stuff yet. The Optimus Academy is Elon’s attempt to build the data flywheel that Tesla got for free with FSD.
Tesla Optimus@Tesla_OptimusAI 评分2929🦾 Optimus 将是首台冯·诺依曼机器,能够在任何宜居星球上自行建设文明。
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引用Elon Musk@elonmusk@rough__sea Yes. Optimus will be the first Von Neumann machine, capable of building civilization by itself on any viable planet.
Tesla Optimus@Tesla_OptimusAI 评分1919两年半 引用推文核心:Tesla Optimus 机器人在仅两年半的时间里取得了惊人的进展。
AI 生成摘要 · 以原文为准
引用Nic Cruz Patane@niccruzpataneTesla Optimus Robot’s incredible progress after only 2.5 years.
Tesla Optimus@Tesla_OptimusAI 评分1414AI 生成摘要 · 以原文为准

Tesla Optimus@Tesla_OptimusAI 评分3333特斯拉 Optimus 机器人在马斯克 2025 年 CEO 绩效奖励方案通过后跳起舞来 😂(主推文:「有模有样」)
AI 生成摘要 · 以原文为准
引用Sawyer Merritt@SawyerMerrittTesla’s Optimus robot dancing after Elon Musk’s 2025 CEO Performance Award passed 😂