Embodied AI gives models a physical body — arms, wheels, sensors. Follow the race to make LLMs act in the real world.
1455 articles
The article argues that Galaxy General’s three gold medals may represent more than competition success. They are framed as the company’s first auditable evidence of progress toward commercializing embodied intelligence.
钛媒体 · 15d ago
The article argues that embodied AI cannot reproduce ChatGPT’s rapid breakout through a single model release because physical interaction adds safety, hardware, deployment, and verification constraints. Its progress depends on three curves—capability, cost, and adoption—reaching thresholds together, likely through gradual industry-specific deployments rather than one dramatic event.
虎嗅 · 15d ago
A Chinese professor is moving underwater robotics from academic research toward commercialization, using quiet propulsion as a core differentiator. The work reflects the emergence of a new category of underwater robots designed for practical deployment.
钛媒体 · 15d ago
China’s Zhiyuan Research Institute has unveiled Xiaoyuan, a wheeled-and-legged robotic guide dog designed for visually impaired people. The launch reflects China’s defence technology sector expanding into civilian robotics applications amid a shortage of trained guide dogs.
SCMP Technology · 15d ago
AWS Japan held a results briefing for its US$6 million Physical AI Development Support Program after six months of development. Participating companies identified data scarcity as a major obstacle and presented approaches for overcoming it.
ITmedia AI+ (日本) · 16d ago
The article compares Unitree’s volatile valuation with Tesla’s 2019 downturn, arguing that embodied AI may be entering an early, highly volatile commercialization phase. It also frames AI growth as an energy and grid-infrastructure cycle, with electricity becoming a core constraint on compute and robotics.
虎嗅 · 16d ago
Tesla officially launched its Cybercab at a private, closed-door event in Austin, Texas. The muted rollout included no livestream and relied heavily on pro-Tesla influencers, underscoring the company’s cautious presentation of its autonomous-vehicle ambitions.
The Verge · 16d ago
Sam Altman said OpenAI will definitely pursue humanoid robot development, signaling potential expansion from software AI into embodied intelligence. The report provides no launch timeline, product specifications, or confirmed robotics partnership.
钛媒体 · 16d ago
The University of Washington will launch a Master of Science in Robotics and a professional certificate this fall. Strong early interest, including more than 30 information-session signups before applications opened, highlights rising demand for engineers spanning AI, software, and hardware.
GeekWire · 16d ago
Chinese robots are increasingly being deployed in Japan, from restaurant delivery and disaster-response power systems to airport baggage handling. The article presents this as a shift in Japan’s robotics landscape, with companies such as Pudu, Unitree, and UBTECH supplying practical commercial hardware.
虎嗅 · 16d ago
The article examines the booming market for recruiting scarce AI researchers and engineers, including a reported 10.5-million-yuan compensation package with a 26% headhunter fee. It argues that AI tools can automate resume search, but top-tier recruiting still depends on domain understanding, relationship-building, candidate persuasion, and successful retention.
虎嗅 · 16d ago
Uber is rolling out its self-driving robotaxi service in London on Thursday. BBC reporter Zoe Kleinman rode in one of the vehicles to experience the service firsthand.
BBC Technology · 17d ago
Humanoid robots face a physical bottleneck involving inference power, control power, battery weight, and heat dissipation. The analysis argues that robot form factors should be matched to environments: factories may favor simpler wheeled or fixed systems, while legs remain valuable in irregular settings.
钛媒体 · 17d ago
它石智航的 AWE3.7 is presented as a general-purpose model capable of handling tasks across factory and household environments. The article highlights its cross-scenario generalization, though the excerpt does not provide benchmark results or architectural details.
量子位 · 17d ago
The article argues that China’s humanoid robotics industry is entering an era described as “public infrastructure.” It frames this shift as a change in how the robotics industry survives, organizes resources, and operates.
钛媒体 · 17d ago
AI-enabled cribs are turning a low-cost furniture category into a premium product priced at roughly 9,000–12,000 yuan. SNOO, Cradlewise, Qinbaobao and major manufacturers are combining sensing, sleep analysis and automated soothing, while safety validation and short product lifecycles remain major challenges.
极客公园 · 18d ago
Shanghai Jiao Tong University researcher Lian Wenzhao argues that laboratory robotics is an important starting point for entering the physical world. The immediate priority is not broad capability, but making 100 concrete tasks reliable.
钛媒体 · 18d ago
US Immigration and Customs Enforcement plans to purchase a fleet of Boston Dynamics robot dogs. The proposed spending is listed at $1 million to $2 million, and ICE says it does not intend to run a competitive procurement.
The Next Web (TNW) · 18d ago
China’s 2026 interim results reveal a sharp split among robotics companies. Geekplus, UBTECH, and Unitree Robotics exceeded RMB 1 billion in revenue, but Unitree was the only profitable company, while humanoid robotics emerged as a key differentiator.
钛媒体 · 18d ago
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 · 18d 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 · 19d 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) · 19d 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 · 19d 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 · 19d 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 · 20d 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) · 20d 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) · 20d 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 · 20d 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 · 21d 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 · 22d ago