Physical Intelligence News — 2026-10-29 (Thu)

Overview

Physical AI headlines in the past 24 hours centered on humanoid announcements, industrial AI robots in welding and inspection, and warehouse and drone logistics. Toyota's kart-welding robots, built with Yaskawa, were reported as introduced at a production site (Nikkan Kogyo, Car Watch, Sanyo Shimbun). Most other items were announcements, demonstrations or trials, including LG Electronics' home humanoid plan and Agile Robots' trial with Audi (BigGo Finance, Hokkaido Shimbun Digital). 【Humanoids and general-purpose robots】 - Unitree reported a quarterly profit jump, but AI investment weighs on core earnings (South China Morning Post). - Faraday Future is promoting an AI-powered humanoid robot priced at $90K in New York City (Christian Post). - A roundup of China's physical AI news covers Unitree earnings, an AgiBot robot launch, an XPeng robotaxi update, funding, and a new hand from Xiaomi (AI Insider). - LG Electronics declared that it will enter home humanoid robots by 2030. It aims to secure 500,000 hours of training data with Nvidia by next year (BigGo Finance). - Agile Robots unveiled the humanoid Agile ONE SN at NVIDIA GTC Berlin and started a trial operation of humanoid robots with Audi (Hokkaido Shimbun Digital). - A Chinese humanoid robot demonstrated continuous household work using a new AI. It took in laundry and moved between rooms (36Kr Japan). - Five demonstration experiments, including AI humanoids, were held at the street performers' World Cup venue in Shizuoka (Nikkei). - A Weekly Economist Online column discusses Japan's strengths in humanoid development against the leading US and China (Weekly Economist Online). 【Robot foundation models and world models】 - Intel and SAP demonstrated physical AI and an autonomous warehouse in action (Intel). - Sopra Steria and FIDAMC will advance physical-AI-based industrial robotics for composites (CompositesWorld). - EE Times published a piece on full-stack semiconductor solutions for embodied AI and robotics (EE Times). - An article argues that physical AI and variability will reshape supply chains (Mexico Business News). - Ryosan Hyoyo offers a physical AI introductory package for hands-on learning with real robots (MONOist). - Fuji Soft and Daido showed a live demo of a physical AI starter package. It runs AI processing on NVIDIA DGX Spark to control a Fanuc robot (Robosta). - A Machinist Publishing item highlights solutions that use physical AI and AI agents to automate welding (Machinist Publishing).

Manufacturing and factories

- Siemens and Nvidia are advancing AI-powered PCB inspection from digital twin to factory (Robotics & Automation News). - LG Electronics launched a robot data factory. Its AI data center cooling orders top W3tr (Herald Business). - Toyota introduced AI robots in racing kart manufacturing, shortening the work period (d Menu News, Sanyo Shimbun). - U.S. manufacturing automation is spreading to shipbuilding and defense, which puts physical AI commercialization to the test (economy.ac). - Madison Huang returned to Seoul amid a physical AI push (The Korea Herald). - Robotics Tomorrow published a piece on how engineers and buyers should evaluate robot AI (Robotics Tomorrow).

Logistics and warehouses

- AutoStore announced support for bins of different heights in its automated warehouse and stronger AI (Logistics Today). It also announced a port that handles bins of different heights with one unit and stronger AI operations support (LNEWS). - Fujitsu is using the social acceptance of drone delivery in logistics design, applying AI to optimize last-one-mile delivery (ZDNET Japan). - IIIT-H and Ati Robotics demonstrated AI vision-based robot navigation without LiDAR (Global Sources). - ByteDance is expanding its robotics hiring to bring AI into the real world (Asia Business Outlook). - MIA will launch an AI-powered digital platform with Kalé (Cargo Airports & Airline Services). - Apparel supply chain investments are shifting to AI, robotics and last-mile logistics (WWD). - China's logistics industry is accelerating AI adoption to meet Double 11 demand (China Economic News). 【Cooking, housework and food service】 - LG Electronics' home humanoid plan for 2030 is the only item in this area (BigGo Finance). Separately, a Chinese humanoid demonstrated household tasks (36Kr Japan). 【Crafts, manufacturing and artisan skills】 - ESAB introduced an AI cobot for adaptive MIG and TIG welding (Engineering.com). - Yaskawa Electric's AI robot for advanced welding processes is operating at a Toyota production site (Nikkan Kogyo). - A photo report shows the AI welding robot introduced at the GR kart production site in Gamagori, Aichi Prefecture (Nishinippon Shimbun). 【Construction, field work and mobility】 - Seibu Railway publicly demonstrated an AI robot inspecting a substation (Sanyo Shimbun). - A building and construction agency will support the development of construction AI with Kajima (NNA Asia). - Percepto wants AI to make industrial drone data count (DroneDJ). - SPARC AI is targeting the European drone market with a new Overwatch integration (Yahoo Finance). - Luxonis announced the OAK 4 FFC, a small AI vision board that connects up to five cameras, to support autonomous perception in drones and robots (DRONE.jp). - Taiwan's foreign ministry and the European Formosa Club discussed stronger cooperation on AI and drone technology (Taiwan Today).

Funding and business

- FinSight raised a $100M fund to bet on physical AI (Dealroom). - Agile Robots and Audi began a trial operation of humanoid robots (Hokkaido Shimbun Digital). - Toyota and Yaskawa Electric began introducing AI welding robots at the Gamagori GR kart workshop (Car Watch).

Japan's Physical Intelligence

- Fanuc developed a physical AI system called "AI Masterless Vision". It lets a robot recognize and act on an unfamiliar job with zero setup and zero teaching (Robosta). - GAZOO Racing and Yaskawa Electric jointly developed AI-based autonomous robot production technology, now being introduced at the Gamagori GR Kart Workshop (Car Watch). - Machine tool makers including Okuma, Fanuc and Yamazaki Mazak are progressing in introducing AI (Newswitch by Nikkan Kogyo Shimbun). - AWS offers a physical AI autonomous R&D platform in which AI runs trials on its own in digital space (MONOist). - KDDI and RLWRLD are working toward implementing robots to change Japanese industry (MUGENLABO Magazine). - Germany is aiming to be a third pole in AI robots, starting mass production of parts and leading safety standard-setting (Nikkei xTECH). - A market report says Japan's physical AI accelerator chip market is creating business opportunities in robotics, edge AI and low-power computing (Niconico News).

Statements by key figures

No notable developments. 【Integrated analysis: what is happening】 The same structure appears across the headlines. Large companies are pairing robot makers with AI and data suppliers: LG with Nvidia, Agile Robots with Audi, KDDI with ELYZA, Fuji Soft and Daido with NVIDIA DGX Spark and Fanuc (BigGo Finance, Hokkaido Shimbun Digital, EnterpriseZine, Robosta). Industrial work with defined tasks, such as welding, inspection and warehouse handling, is where the headlines show actual use (Car Watch, Nikkan Kogyo, Robotics & Automation News, Logistics Today).

Reports of introduction or operation cover the Toyota and Yaskawa kart welding robots and the AI-based welding and inspection deployments above. By contrast, the home humanoid items are plans, demonstrations or promotion: LG's 2030 target, the Chinese laundry demonstration, and Faraday Future's marketing (BigGo Finance, 36Kr Japan, Christian Post). The Agile Robots–Audi item is a trial operation, not mass use (Hokkaido Shimbun Digital).

For readers, the difference is that factory and logistics use appears closer to real operation, while household humanoid use appears to depend on data collection that has only been announced. The data investments from LG and Nvidia, and the Fanuc zero-teaching system, suggest the bottleneck is shifting from hardware to training data and setup effort. This is an inference.

What to watch

Whether LG and Nvidia's training data target of 500,000 hours by next year is met, and whether home humanoid plans gain further detail (BigGo Finance). This is an inference about progress that is not yet reported. 2. Whether the Toyota and Yaskawa kart welding deployment extends beyond the Gamagori workshop, and whether other manufacturers announce similar introductions (Car Watch, Nikkan Kogyo). This is an inference. 3. This is an inference.