Physical Intelligence News — 2026-11-10 (Tue)

Overview

Nvidia announced a humanoid robotics AI model and GR00T 2 with Isaac Lab 3.0 tools, and Korean manufacturers were linked to Nvidia's physical AI push (Breakingthenews.net, Seeking Alpha, BigGo Finance). Factory and warehouse items include LG Electronics' washer line, HD Hyundai Heavy's welding AI and an Intel-SAP warehouse demonstration (BigGo Finance, Chosunbiz, Robotics & Automation News). In Japan, a physical AI startup raised a loan, and November 10 was promoted as "Physical AI Day" with a call for projects (Nishinippon Shimbun, BCN Retail). 【Humanoids and general-purpose robots】 - Nvidia unveiled a new humanoid robotics AI model (Breakingthenews.net). - Embodied AI unveiled AIR, a wheeled humanoid built for factory floors, described as safe (AI Magazine, Greater Geneva Bern area). - Web Summit 2026 in Lisbon featured humanoid robots, AI agents and China's largest delegation (IndexBox). - KTL established a safety and security verification framework for AI humanoid robots (Global Sources). - Robohub's AIhub coffee corner asked "Are humanoids the future of embodied AI?" (Robohub). - Apple's humanoid "HALO" was reported with a measured success rate of 91%, and the report says this is accelerating commercialization of physical AI (BigGo Finance). 【Robot foundation models and world models】 - Nvidia announced the GR00T 2 robotics model and Isaac Lab 3.0 tools (Seeking Alpha). - GR00T 2 is reported to teach robots delicate skills from human video (The Next Web). - Machine learning researchers built a better world model (The Register). - VentureBeat asked "Is industry ready for physical AI?" (VentureBeat). - Bain Capital's Ajay Agarwal bet on robots early and now sees a "golden era" for physical AI (Fortune).

Manufacturing and factories

- LG Electronics automated its washer production line with Nvidia AI and will debut a bipedal robot in Q1 next year (BigGo Finance). - Nvidia teamed up with Hyundai, Doosan, SK and LG to target physical AI on the factory floor (BigGo Finance). - HLB Innovation secured three support projects for AI and robot adoption worth a total of 3.6 billion won (Financial News). - Peer Robotics is working on material movement with visual AI (Advanced Manufacturing). - A project from Okayama automates the dismantling of motors using AI, a 3D camera, two industrial robots and a high-power laser (Sanyo Shimbun). - Asahi Kasei opened a smart laboratory that uses AI and automation to develop a photosensitive insulating material for semiconductors (EE Times Japan). - HD Hyundai Heavy Industries is accelerating automation with welding AI (Chosunbiz). - A new trade show specializing in on-site AI implementation will be held in November 2027 (LOGISTICS TODAY).

Logistics and warehouses

- Intel and SAP demonstrated an AI-powered autonomous warehouse system (Robotics & Automation News). - Logistics Business reported that AI and robotics are expanding warehouse capacity, and Global Trade Magazine reported that logistics automation is moving from warehouse equipment to AI-driven operations (Logistics Business, Global Trade Magazine). - Cainiao is providing real warehouse environments for AI robot development (LOGISTICS TODAY). - JDSC launched Logi-one Engine, a logistics optimization solution using multiple AI agents that automatically changes work plans when trucks arrive late or early (IT Leaders, IoTNEWS AI+). - ListEasier launched AI manufacturing robotics operations to automate product listings (Business Wire). - TV Tokyo's program Gaia no Yoake covered physical AI under the theme of Japan's winning path (TV Tokyo). 【Cooking, household and food service】 No notable developments. 【Crafts, manufacturing and artisan skills】 - HD Hyundai Heavy plans welding AI and 3,000 robots at its shipyards by 2030 (Chosunbiz). - The Japanese-language report on the same plan says it aims for a 30% productivity gain (BigGo Finance). - Nvidia is pushing physical AI into Korea's manufacturing core (The Tech Buzz). - Samsung Electronics is supporting Korea's AI strategy with next-generation infrastructure to improve safety and efficiency at industrial sites (DX Magazine). - NHK's Close-up Gendai asked whether Japan's artisans can win in the AI era, using the skills Olympics as the setting (WEBザテレビジョン). - A car-enthusiast YouTuber showed how to build a coveted item for about 2000 yen using AI and a 3D printer (Livedoor News). 【Construction, field work and mobility】 - CoreWeave signed a multi-year deal to train Wayve's autonomous vehicle AI (StreetInsider). - A technical executive at Britain's Wayve said they want to expand adoption among Japanese companies (Asahi Shimbun). - A survey headline says half of young people think AI would make construction more appealing, while 41% do not know the industry uses it (Yahoo Finance). - Manado's AI technology won third prize at a Chinese construction machinery contest (Jakarta Shimbun). - The Construction CI Forum set up a physical AI subcommittee to support joint development and demonstrations (Nihon Kogyo Keizai Shimbun).

Funding and business

- HLB Innovation secured support projects worth a total of 3.6 billion won (Financial News). - CoreWeave's multi-year deal with Wayve is a compute-supply agreement for training (StreetInsider). - HD Hyundai Heavy has a plan for 3,000 robots by 2030, which is a plan and not a completed rollout (Chosunbiz). - Nvidia's tie-ups with Hyundai, Doosan, SK and LG are described as a team-up targeting the factory floor (BigGo Finance). - Japan's RobotBank started an in-house robot development project using physical AI, with an industrial quadruped robot as the first product (LNEWS, Robosta, LOGI-BIZ online). - Fortune profiled Bain Capital's Ajay Agarwal, who bet on robots early (Fortune).

Physical intelligence in Japan

- HPI, a physical AI startup from Kyushu Institute of Technology, raised 10 million yen as a loan from Japan Finance Corporation (Nishinippon Shimbun). - November 10 is "Physical AI Day," and a call for new business and social implementation projects has opened (BCN Retail). - Weekly Economist Online asked whether the tacit knowledge of Japanese workplaces will remain an asset or become a constraint for physical AI (Weekly Economist Online). - At Japan's growth strategy council, Kawasaki Heavy Industries, Harmonic Drive and SoftBank explained investment plans, and the author asks whether physical AI can become a growth engine (note). - NICT listed Physical AI Academy 2026 under Innovation Bridge @TOKYO (NICT).

Statements by key figures

- Spencer Huang, son of Nvidia CEO Jensen Huang, is building Nvidia's robot future in a product management director role, according to the truncated headline (The Economic Times). - No direct statements from other tracked figures appear in the headlines. 【Integrated analysis: what is happening】 Nvidia appears across several categories: a humanoid model, GR00T 2 with Isaac Lab 3.0, and partnerships with Korean manufacturers including LG, Hyundai, Doosan and SK (Breakingthenews.net, Seeking Alpha, BigGo Finance). This suggests Nvidia is positioning as a common model and tooling layer from which factory deployments in Korea are built.

Announcements and demonstrations far outnumber confirmed deployments. Announced or demonstrated items include Nvidia's models, Embodied AI's AIR and the Intel-SAP warehouse system (AI Magazine, Robotics & Automation News). The HALO success rate is a reported measurement and not a deployment (BigGo Finance). HD Hyundai Heavy's 3,000 robots and LG's bipedal robot are future plans, while LG's washer line automation is reported as done (Chosunbiz, BigGo Finance).

Safety verification and workforce perception also appear. KTL has set up a verification framework for humanoid robots, and a survey shows many young people do not know construction uses AI (Global Sources, Yahoo Finance). In Japan, activity centers on policy, events and small financing, with tacit workplace knowledge discussed as both an asset and a constraint (BCN Retail, Weekly Economist Online). Readers should separate dated, operating deployments from announcements, since this set contains few of the former.

What to watch

- Whether LG's bipedal robot debuts in Q1 next year as announced, and whether the Nvidia-linked Korean factory projects move from announcement to operation (likely a key test of the model-to-factory link). - Whether the humanoid safety and verification framework from KTL is adopted more widely, since it may shape industrial humanoid deployment. - Whether Japan's physical AI initiatives, including RobotBank's quadruped and the Construction CI Forum subcommittee, produce funded demonstrations beyond the current small financing.