Embodied AI gives models a physical body — arms, wheels, sensors. Follow the race to make LLMs act in the real world.
1456 articles
Chinese startup Direct Drive argues that embodied AI’s first major bottleneck is physical access to the real world, rather than intelligence alone. Its wheel-legged approach combines direct-drive actuators with mobility suited to curbs, slopes, and mixed indoor-outdoor environments.
Pandaily · 20d ago
This installment profiles Xiaonaopai, a prominent company in China’s embodied-intelligence landscape. It presents the company as a highly visible representative of the sector, but the provided excerpt does not describe a specific product release, model update, or performance result.
钛媒体 · 20d ago
Boston Dynamics’ Spot robot may be purchased by U.S. Immigration and Customs Enforcement under a contract worth up to $2 million.
cnBeta (Full RSS) · 20d ago
Qianxing Intelligence is pursuing a different path for embodied AI by placing fighting robots directly in entertainment venues. Rather than focusing solely on factory or warehouse automation, the company is testing embodied intelligence in public-facing experiences.
TechNode · 21d ago
Xiaomi will showcase its CyberOne humanoid robot overseas for the first time at IFA from September 4–8. The event will also feature Xiaomi’s SU7 vehicles and Vision GT as part of its largest overseas ecosystem exhibition.
IT之家 · 21d ago
Dexterous hands are emerging as a critical bottleneck for humanoid robots, requiring precise perception, force control, tactile feedback, and mechanical reliability. Results from the World Humanoid Robot Games show progress in autonomous tasks, but high costs, limited durability, and the trade-off between degrees of freedom and reliability remain unresolved.
虎嗅 · 21d ago
Unitree Technology's stock price was cut roughly in half within eight trading days of its listing. The sharp reversal reflects renewed market scrutiny of humanoid robotics commercialization timelines, technical readiness, and the gap between capability and viable business models.
cnBeta (Full RSS) · 21d ago
Humanoid robots are moving from laboratory demonstrations toward factory trials, but widespread deployment remains constrained by reliability, cycle-time, hardware durability, and data shortages. The article examines the five-step path from validation and training to routine operation, replication, and commercial viability.
cnBeta (Full RSS) · 21d ago
Chinese robot makers are expanding into Japan as the country faces persistent labor shortages. Their deployments are shifting beyond humanoid robots toward practical applications in warehouses and restaurants.
Pandaily · 21d ago
The article argues that robotics progress should be measured by how much generalization each unit of new real-world data produces, not by dataset size alone. It contrasts coverage-first companies such as Physical Intelligence, Figure AI, and Skild AI with transfer-efficiency approaches associated more closely with Field AI and Mujin.
虎嗅 · 22d ago
China’s five-day World Humanoid Robot Games showcased rapid advances in humanoid robotics, including martial arts, sprinting and coordinated team performances. However, frequent crashes, mechanical failures and safety concerns highlighted the technology’s remaining limitations as US competitors close the gap.
The Guardian Technology · 23d ago
Dreame Technology 正從涵蓋 200 多個事業部的激進多元化模式，收縮至智能家庭、戶外庭院、智能出行與具身智能四大核心賽道。調整已造成非核心業務裁員、MOVA 產線停工及部分供應商回款延遲，但公司表示核心清潔家電業務的研發、生產、銷售與售後仍維持穩定。
虎嗅 · 24d ago
Waymo is criticizing camera-only approaches to autonomous driving as Tesla prepares to launch its steering wheel- and pedal-less Cybercabs. In a blog post covering lessons from more than 200 million fully autonomous miles, Waymo executive Srikanth Thirumalai argues that cameras are not sufficient for full autonomy.
The Verge · 24d ago
Xiaopeng plans to deploy a new VLA version in September. The system is designed to remember the previous 30 seconds and predict the next 6 seconds while driving.
Ifanr (爱范儿) · 24d ago
Hypershell will launch Halo, its next-generation lower-limb exoskeleton, at IFA on September 3 after delivering nearly 30,000 units of its first-generation products in 2025. Halo combines four hip and knee motors with an end-to-end control algorithm to improve assistance across complex terrain and a wider range of movements.
极客公园 · 25d ago
Communication interfaces are becoming increasingly important in humanoid robot development. MIPI Alliance has formed a specialist group focused on physical AI and is accelerating interface standardization.
ITmedia AI+ (日本) · 25d ago
China’s Robot Games showcased humanoid robots performing remarkable athletic feats, including sprinting faster than Usain Bolt. The article argues that their precise tweezer manipulation and cognitive control are more impressive than raw speed.
Wired AI · 25d ago
Robot developers are advancing beyond the early-generation language models that have limited progress in robot intelligence. The article highlights a widening gap between increasingly capable robot bodies and the AI systems needed to control them.
TechCrunch AI · 26d ago
Unitree Robotics’ market capitalization fell from roughly 444.9 billion yuan at its debut peak to about 239 billion yuan within six trading days. The decline coincided with disappointing results at the World Humanoid Robot Games, where Unitree lagged behind Tiangong and Lightning in sprint events.
钛媒体 · 26d ago
Researchers at EPFL have proposed a microrobot design that uses sound to generate motion without batteries or motors. The approach could help overcome size constraints affecting miniature devices for medical, aerospace, and security applications.
cnBeta (Full RSS) · 26d ago
This analysis examines the grassroots segment of the robotics industry and how smaller players may bring robots closer to ordinary consumers' budgets. It highlights the role of entrepreneurs and companies across diverse industries in making embodied AI more accessible.
钛媒体 · 26d ago
The article reflects on observations from WRC2026 and characterizes robotics as entering an adolescent stage of development. It presents the current wave as energetic but notes the absence of reckless hype.
钛媒体 · 26d ago
Zhongqing founder Zhao Tongyang responded to a viral video showing him being kicked by the company’s robot at WRC 2026. He defended the company’s strength-first approach, robot fighting league, and ambition to become the Apple of robotics.
Pandaily · 26d ago
Xpeng’s robot has moved into the spotlight, reflecting the company’s growing emphasis on robotics. The article presents the opportunity as relatively affordable while warning that market enthusiasm may include a speculative bubble.
钛媒体 · 26d ago
China’s agricultural-sector 15th Five-Year Plan highlights AI-enabled distribution, farmer livestreamers, and overseas warehouses as development priorities. The roundup also reports a new humanoid-robot 100-meter sprint record and broader advances in commercial space and fusion research.
钛媒体 · 26d ago
Dreame is reportedly shutting down its automotive division, Project Starry Sky, after government funding dried up. The project once employed more than 1,000 people, but only a small legal and HR team reportedly remains to wind it down.
The Verge · 26d ago
The article reviews philosopher Zhao Tingyang’s arguments about AI ethics, cognition, and the risks of simply aligning AI with human values. It proposes that AI development should move beyond static data correlations toward causal, dynamic reasoning, embodied intelligence, and what Zhao calls “verb philosophy.”
虎嗅 · 26d ago
Two events in China demonstrated meaningful progress in humanoid robotics, but the industry has not yet produced a breakthrough comparable to ChatGPT. The article highlights the substantial gap between promising demonstrations and broadly capable, reliable robots.
Bloomberg Technology · 27d ago
啟智正加碼機器人技能服務，HumanGPT 將能力取得延伸至真實作業資料。機器人公司的交付內容不再只包含硬體，也涵蓋技能採集、訓練與持續更新。
钛媒体 · 27d ago
WRC 2026 highlights the contrast between robots demonstrating grasping skills on stage and companies competing behind the scenes to build complete operational loops. The article argues that full-stack integration and closed-loop systems have become survival strategies in robotics.
钛媒体 · 27d ago