Today's Highlights

· The day after its launch, Unitree's (Chinese humanoid robot maker) H2-X performed a side flip at the World Physical AI Conference in Hangzhou, landed unstably, and a mechanical lower leg came off

· NHTSA has released a draft proposing an optional turquoise light for autonomous vehicles, lit while the system is driving

· Beijing has approved a cumulative 45 registration certificates for surgical robots, the most of any city in China

· 13 robotics companies have listed in Hong Kong this year, and 8 of them have broken their IPO price; cornerstone investors are sitting on paper losses of about HK$855 million

· Warp Sciences, founded by former OpenAI science lead Kevin Weil, raised $215 million to have robots run wet-lab experiments

· A Boston Dynamics employee petition against selling robot dogs to ICE has gathered about 300 signatures; the company is keeping the sale

DR-WM-1.0: Building friction, roughness and stiffness into a quadruped world modelworld-model

Video-generating world models can render a robot dog walking across snow, but cannot work out that low friction will make it slip. Beyond video generation, DR-WM-1.0 from DEEP Robotics (Yunshenchu, Chinese quadruped robot maker) adds a large-scale-trained physical-property prior module that predicts the consequences of actions by friction, roughness and stiffness, and uses dual ControlNets to bring in scene geometry and camera motion. Pre-training data comprises 2.58 million images and more than 100,000 real-robot clips.

DEEP Robotics et al. (Zhejiang University, Beijing Institute of Technology, Tsinghua University, MIT, UIUC) · Coverage: MyDrivers source

DR-VLA-2.0: Teaching quadruped navigation with 10,000 hours of human first-person videoautonomy

Human video contains experience of going around obstacles and yielding, but the viewpoint does not match a robot's and there are no executable action labels. DR-VLA-2.0 uses a domain-invariant scene representation (DISR) to extract scene semantics, spatial positions and spatiotemporal relations, serving as a shared interface between humans and robots. Its training dataset, EgoLynx, contains 10,000 hours of human video and 2000 robot demonstrations. On the EgoLynx-Robot test set, the overall navigation score improved by about 5% and final heading error fell by 14.6%.

DEEP Robotics et al. (MIT, UIUC, Tsinghua University, Zhejiang University) · Coverage: MyDrivers source

Atomic motion coordinate model: language instructions and force feedback share one coordinate systemmanipulation

Embodied models doing long-horizon manipulation are often dominated by visual supervision: the language instruction changes, yet the arm carries on as before. DEEP Robotics breaks arm motion into 13 atomic coordinates, first masks vision to train language-to-atomic-action alignment on its own, then adds force feedback to correct actions. In unseen layouts, real dual-arm task progress reached 87.8%; with force feedback added, task progress was 78.5% for plug insertion and 75.2% for vase wiping, all self-reported by the company.

DEEP Robotics · Coverage: MyDrivers source

Warp Sciences ｜ New round ｜ $215 million ｜ Valuation $865 millionadjacent

Led by Lightspeed, with IVP, Mayfield, Lux Capital, Premji Invest and Menlo Ventures participating; the amount and valuation were disclosed on social media by founder Kevin Weil. Weil was previously OpenAI's head of science. The company uses robots for wet-lab work in drug discovery: chemists demonstrate while wearing cameras and sensor gloves, and once the robots have learned, they synthesize molecular variants around the clock. This kind of work has mostly been outsourced to firms such as WuXi AppTec (Chinese contract research firm), and Weil wants to bring it back to the US. Source: Leidi source

Genesis AI ｜ Nvidia strategic investment ｜ Amount undisclosedworld-model ⚠️ Unconfirmed report

On October 12, Nvidia announced investments in four French startups, and Genesis AI is the only robotics company among them. Founded in December 2024, the company was co-founded by Zhou Xian, a CMU robotics PhD, and Théophile Gervet, a former Mistral researcher and founding member of Skild AI, and completed a $105 million seed round in 2025. It uses its own open-source physics simulation engine to generate synthetic data for training general-purpose robot foundation models; the company says the engine is 10 to 80 times faster than Nvidia's Isaac Gym. Reports this summer said it was in talks to raise about $500 million at a valuation of about $3 billion; this has not been confirmed. Source: Sohu source

Siruite Intelligence ｜ New round ｜ Tens of millions of yuan ｜ Valuation undisclosedindustrial ⚠️ Vendor-reported

Funds will go toward delivering letter-of-intent orders for new embodied-intelligence products, R&D, and building sales teams in China and overseas. The company (Chinese industrial AI firm) builds industrial AI for the four major automotive processes of stamping, body welding, painting and final assembly, and describes itself as the first Chinese industrial AI provider to enter the supply chain of Mercedes-Benz, with 9 years of continuous delivery. It also says it has started a "1,000-worker replacement" contract in sorting with a large automotive group, planning to replace 1,000 production-line workers within a year; the customer name and contract value were not disclosed. Source: Robot Global News source

DataBeyond dual-arm sorting robot starts work on a Dongguan waste-processing line; the whole line handles 50 tons in 4 hoursindustrial ⚠️ Vendor-reported

On the sorting line at the Liaobu municipal solid waste processing center in Dongguan, DataBeyond's PICKINGMAN has been working since September 22, and gave its first global livestream on October 22. The robot's two arms have 14 degrees of freedom in total and an IP65 protection rating, and can make up to 3600 picks per hour, pulling PET bottles, PP containers, aluminum cans and glass off the conveyor. The project was developed jointly with Guangdong Dongshi Environment, with the robot working alongside AI optical sorting equipment; the whole line processes 50 tons of mixed household waste in 4 hours, with volume reduction of about 35% and resource recovery of about 25%. According to the project's figures, the same volume previously took 4 skilled workers 8 hours. DataBeyond's Mo Zhuoya said: "During the livestream we found places where the robot still needs improvement." Source: ACROFAN (PR Newswire) source

Beijing has approved a cumulative 45 surgical robot registration certificates, and municipal hospitals have put 61 units into useadjacent

At a press briefing on third-quarter economic performance on October 23, the Beijing Municipal Bureau of Economy and Information Technology announced that Beijing has approved a cumulative 45 registration certificates for medical surgical robots, covering orthopedics, neurosurgery, dental and laparoscopic fields, the most of any city in China. Municipal hospitals have put 61 surgical robots into use and completed more than 34,000 robot-assisted procedures over the past three years. Orthopedic surgical robots have entered more than 200 top-tier (Grade 3A) hospitals across all 31 provinces in China, with cumulative procedures exceeding 150,000. Because hospitals face heavy up-front purchasing pressure, the bureau has built a financial leasing platform allowing term leasing or pay-per-case, and 13 units have already entered hospitals through leasing, with 5 more in progress. Source: The Beijing News source

Neuromeka signs a KRW 1.98 billion production-line contract, plans to bring its physical-AI cobot into a mass-production line next yearindustrial

South Korea's Neuromeka signed an automation equipment contract worth KRW 1.98 billion (about $1.4 million) this month with auto parts maker DIC. The project combines an existing gantry loader and an AI cobot on a gear-machining line to cut equipment adjustment time during changeovers. Its physical-AI platform PSF lets robots identify untrained workpieces by camera and decide grasping and carrying actions on their own. In June it was validated on cable insertion and precision assembly on a motor production line, with a goal of putting it into a real mass-production line in 2027. In the same report, Power Auto Robotics, which makes PCB component-insertion robots, said it has delivered 97 units to 22 customers. Source: Seoul Economic Daily source

Gritt Robotics brings retrofitted construction machinery to solar sitesindustrial ⚠️ Stated plans

California-based Gritt Robotics adds AI control systems to off-the-shelf construction machinery and has deployed it at solar sites run by EPC contractor Burns & McDonnell. The company says it is working with three of the top ten solar EPCs and plans to install 6 million solar panels within two years, corresponding to about 2.8 GW of capacity. Co-founder and CEO Puneet Puri said: "Outdoors is hard." In his telling, solar sites involve a lot of repetitive work and regular layouts, plus the variability of an open environment, so they are a place to practice first before moving on to infrastructure sites such as data centers. Source: pv magazine source

First reported Cybercab crash: hits a water-filled pothole at about 5 mphautonomy

The first Cybercab crash in NHTSA's current data occurred in a parking lot in Austin. The vehicle was traveling at about 5 mph when it hit a large water-filled hole. It was a supervised test with a safety monitor on board, no passengers and no injuries, only vehicle damage, and it took place before Tesla's paid Robotaxi service launched. Existing reports do not attribute the crash to the camera system. As the crash entered the public record, NHTSA's audit of Cybercab self-certification was still under way, and Tesla's deadline to answer 21 questions is October 30. Source: Gadget Review source

Baidu and Lyft show RT6 in London; the passenger-service target is still 2027autonomy

Apollo Go (Baidu's robotaxi service) and Lyft's Freenow showed the RT6 in London on October 22. The vehicle has been road-testing in the Brent borough since July 28, with a safety operator on board. The two sides hope to achieve fully driverless commercial operation in 2027; no specific date has been set, and regulatory approval is still needed. Freenow UK general manager Danny O'Gorman said the scale under discussion over the next year or two is "dozens" of vehicles. Uber and Pony.ai (Chinese robotaxi company) are also advancing testing in London. Source: TokenPost source

NHTSA draft: a turquoise light to signal autonomous driving statusautonomy

On October 23 US time, NHTSA released a draft proposing a new vehicle light color: turquoise, to indicate that the vehicle is driving itself. The draft makes it optional only, not mandatory. The light is on while the system is driving and must be off when the driver is in control. The scheme was first proposed by Mercedes-Benz with its L3 system DRIVE PILOT and has been trialed in California for two years; SAE also supports turquoise. The most direct use is for police and emergency responders, who see an empty driver's seat and need to tell whether the car is driving itself or a driver needs to be searched for and rescued. China's Ministry of Industry and Information Technology draft for comment on October 20 likewise allows only L3 and above vehicles to carry an ADS marker light. Source: Electrek source

8 of 13 robotics IPOs in Hong Kong have broken issue price; cornerstone investors have paper losses of about HK$855 millionadjacent

Of the 13 robotics companies listed in Hong Kong this year, 8 have fallen below their issue price. Ten of them brought in cornerstone investors, who subscribed HK$4.861 billion in total. Based on latest share prices, 36Kr calculates the cornerstones' theoretical paper loss at about HK$855 million, roughly a fifth of principal, and their shares are locked up for six months, so they cannot exit even if they want to. Institutions' holdings in these 13 companies are conservatively estimated at more than HK$20.9 billion in market value, and 8 of the companies have average daily turnover below HK$20 million. Assuming institutions sell 20% of market volume each day, 36Kr's static estimate puts the median time to fully exit at about two years. The primary market is still doubling down: citing data from IT Juzi (Chinese startup database), 36Kr reports that in the first half of this year there were 312 embodied-intelligence funding rounds in China, more than the 227 for large models. Source: 36Kr source

Boston Dynamics employees sign against selling robot dogs to ICE; the company keeps the salehumanoid

In early September, Boston Dynamics employees submitted a petition to management with about 300 signatures, demanding cancellation of the $1.3 million contract to sell Spot to US Immigration and Customs Enforcement (ICE). A company spokesperson confirmed the petition but said "nearly half" of the signatures are anonymous; the company has more than 1500 employees. The petition reads: "We cannot be proud to work at Boston Dynamics when our work is used by a government agency that maims civilians, including some of our colleagues." Interim CEO Amanda McMaster said in a letter to staff that the company is keeping the sale decision, and that the terms of sale prohibit weaponizing the robots or using them to harm or intimidate: "I ask that you respect and accept this decision, even if you do not agree with it." The company says the robot dogs were sold to Homeland Security Investigations, the ICE unit that mainly handles transnational crime cases, not the deportation division. Rohit Prasad took over as CEO on October 7; WBUR did not state the date of the letter. Source: WBUR source

France sets autonomous-driving certification timetable; Greater Paris robotaxi pilot to start as early as 2028autonomy

France's transport ministry will publish autonomous-driving type-approval rules in the first half of 2027. The rules are being drafted by the national type-approval center and use stepwise validation plus continuous safety monitoring. At the same event where Wayve, Stellantis and Nvidia announced their collaboration, two EU ADACities project applications also emerged. The first, submitted by the Greater Paris metropolitan area, Bolt and Stellantis, would start a pilot as early as 2028 in up to 5 municipalities in the northwest; if approved, the goal is to expand to about 30 municipalities and commercial operation in 2030, with Pony.ai listed as a potential technology supplier. The second was submitted by the city of Clichy together with taxi company G7 and Milla, with a professional driver initially kept on board. Both applications are still awaiting EU selection. Delivery robots have been permitted on French roads since August 7. Source: AI Insider source

Unitree H2-X breaks a lower leg in a side flip the day after launchhumanoid

On the second day after Unitree H2-X's launch, October 22, at the World Physical AI Conference in Hangzhou, the "Kung Fu Legend" humanoid landed unstably during a side flip, and after it fell, one mechanical lower leg came off at the joint. In the promotional video it dents a car door and lifts a car's front end, while advising users to keep a safe distance of 2 to 3 meters from the robot. The same day at the conference, Wang Xingxing (Unitree founder) said the core problem in getting embodied intelligence across its "ChatGPT moment" is still aligning model inputs and outputs with real robots; when touching objects, both sensor readings and actuator actions can deviate. On October 23, Unitree's shares hit the daily limit up, closing at RMB 624. Source: Guancha.cn source

Musk: Optimus Academy will use 10,000 to 20,000 robots to practice and generate datahumanoid ⚠️ Remarks

On the October 21 earnings call, Musk said Tesla is building an "Optimus Academy", planning to build about 10,000 to 20,000 robots that first watch human demonstrations and then practice repeatedly in simulation and real environments, producing training data. He compared it to raising children. He also mentioned that dexterous hands, which must be both durable and sensitive enough, remain one of the unsolved problems. Source: Robot Global News source

Generative Bionics teams with AMD to build humanoid data factories; the first covers 5000 square metersadjacent ⚠️ Stated plans

Italy's Generative Bionics plans to build three Physical AI data factories. The first is in Italy, covering 5000 square meters, with a target of entering service in Q4 2027, and compute supplied by AMD's Helios architecture. On site, GENE.01 humanoids will work continuously in replicated factory environments, using a full-body multimodal skin to record contact, force, proximity and temperature, and the data will then be expanded in a digital twin. The locations, investment amounts and start dates of the other two have not been announced. Source: Intelligent CIO source

Chery to launch its first robotaxi service in the UAE in 2027autonomy ⚠️ Stated plans

Executive Vice President Zhang Guibing announced at the Wuhu headquarters that Chery (Chinese automaker) plans to launch its first robotaxi service in the UAE in 2027. The overseas production targets given at the same event: the share of exports accounted for by output from overseas plants is to rise from about 48% now to more than 50% by the end of 2026, 60% in 2027, and 70% in 2030. Source: Profit (via Reuters) source

Chinese-made robots sold to Europe: after-sales complaints exceed 40% of the totaladjacent

Citing an internal JD.com survey, TMTPost (Chinese tech outlet) reports that over the past two years orders for Chinese robot brands in Europe have risen, but after-sales-related complaints account for more than 40%, with 80% of these concentrated on slow repairs, high costs and no local service. Cross-border logistics for a mid-sized quadruped robot cost RMB 3000 to 8000, and round-trip shipping plus inspection and repair takes at least 20 to 40 days. A single visit by a certified technician in Germany costs more than RMB 1200 equivalent. Source: TMTPost source