Y Combinator congratulated W21-incubated Tractian and its founders on completing a $130 million Series D at a $1.4 billion valuation. Tractian installs more than ten kinds of sensors, including vibration, temperature, and pressure sensors, on industrial machines and uses AI to predict failures before they occur and provide maintenance recommendations. Its ARR has surpassed $100 million, up 90% year over year.
The first Humanoid Hub Conference was incredible. Organizing an event like this was far harder than I imagined, and it would have been impossible without the people around me. Thanks to @itsajchan and the team, who took on a huge amount of work.
HuiXi Intelligence, an embodied intelligence high-compute chip company, announced that with the successive completion of its Pre-B+ and B rounds, its cumulative equity financing in 2026 has exceeded 2.5 billion yuan. This round was led by the Beijing Artificial Intelligence Industry Investment Fund, with participation from government funds and market-oriented institutions including the Beijing Robotics Industry Development Investment Fund, Hidden Hill Capital, and the National Artificial Intelligence Industry Investment Fund, while existing shareholders such as Shunwei Capital and Xinglian Capital increased their investment. The original article cited data stating that in the first half of 2026, HuiXi Intelligence accounted for about one-fifth of global high-compute robotics chip shipments, ranking second only to Nvidia and first among domestic companies.
In his GTC Berlin keynote, Jensen Huang launched several products, including the OpenShell reference architecture that constrains agent permissions outside the sandbox, the DSX POD that can be pre-integrated at the factory and cut deployment time from about six months to as little as 14 days, and the Agile ONE SN humanoid reference robot developed with Agile Robots.
At the 2026 World Physical AI Conference and Unitree Partner Ecosystem Conference, Unitree Technology CEO Wang Xingxing delivered a roughly 30-minute speech, saying that almost everyone in the world still does not place enough importance on and faith in AI, including himself; physical AI has shown signs of being broken through, likely to happen in the next 1 to 2 years or 2 to 3 years, and the industry is moving toward the ChatGPT moment of embodied intelligence, that is, in 80% of unfamiliar scenarios, robots can complete about 80% of tasks according to voice or text instructions.
DeepSeek open-sourced its internal inference framework DeepInfer on October 20. According to the official technical report, a single cluster serves a daily throughput of 155 trillion Tokens, and at valley prices the overall revenue is $38 per card per hour.
Anthropic announced on October 18 the establishment of a public benefit fund, which has been approved by shareholders. It will contribute the equivalent of 5% of the company's shares and has set a dynamic increase mechanism under which approximately another 2% of shares can be transferred in when market capitalization rises by 50%.
Applications are now open for the 2026 GG Humanoid Robot Golden Globe Awards, open to companies across the humanoid robot industry chain; applications can be submitted via the "Read Original Article" entry. Previous coverage includes embodied AI industry funding totaling over RMB 203.2 billion, 23 new humanoid products released in September (with overseas releases exceeding domestic ones for the first time), UII America's Hong Kong IPO filing accepted by the CSRC, and Jiangte Electric's planned capital increase in Vita Power, among other industry chain developments.
As a strategic partner, MassRobotics hosted its two annual robotics startup bootcamps and the Women in Robotics luncheon at the 20th RoboBusiness 2026 (October 20–21) in Santa Clara.
TUM RoboGym opened in October at the TUM Convergence Center at LabCampus at Munich Airport. It has 48 training units and about 100 robots, and is open to TUM researchers as well as external institutions, universities, and companies.
Why it matters: The original explains how a large-scale real training facility organizes data collection and sharing against the backdrop of scarce real physical interaction data, and can serve as a reference case for embodied intelligence data infrastructure.
According to an incomplete tally by Gaogong Humanoid Robot, excluding already-listed companies, 29 domestic embodied intelligence companies are now valued at over 10 billion yuan. Among them, 12 have entered the 20 billion yuan valuation tier: Ditu Robotics, Jijia Shijie, Kuwa Technology, Lingxin Qiaoshou, sharpa, Sudo Technology, XPeng's robotics business, Xinghaitu, Galaxy General, Yuanli Lingji, Zhipingfang, and Zibianliang Robot.
On October 21, 2026, NVIDIA held its first Europe-hosted GTC conference in Berlin, where Jensen Huang delivered a keynote. Ahead of the keynote, NVIDIA announced that all seven chips in the Vera Rubin GPU family had completed tape-out, with mass production moved up to the third quarter of 2026; OpenShell, the open-source agent security platform released at the end of September, has already been announced as adopted by over 100 organizations; and the RTX Spark series of PCs was confirmed to launch this fall.
NEURA Robotics and the Technical University of Munich (TUM) have opened TUM RoboGym at LabCampus near Munich Airport, covering more than 2,300 square meters. TUM MIRMI is a co-builder, the initial collaboration runs for three years, and the two parties are jointly investing about 17 million euros, of which NEURA is contributing about 11 million euros.
Why it matters: The original text covers both the new robot's hardware changes and the three sources of training data, letting readers understand NEURA's approach of tying data infrastructure to the hardware launch.
Tesla CEO Elon Musk announced on the earnings call that the Optimus humanoid robot has begun early production on the high-volume line in Fremont, California, calling the robots that came off the line the first production-quality robots and saying the manufacturing process applies to commercial products; however, he also listed several unfinished items, including the hand design, safety, reliability, durability, and the AI needed for the robot to actually be used for open-ended tasks.
Unitree releases H2-X "Kung Fu Legend," with up to about 8 hours of battery life. The original text gives only battery life as a specification; it does not disclose degrees of freedom, payload, price, or test conditions, nor whether this is a demo, a pilot, or mass-production delivery.
Speaking at the 2026 World Physical AI Conference and Unitree Partner Ecosystem Conference, Unitree founder Wang Xingxing said that with improvements in general large models, physical AI may see a major breakthrough within one to three years. He said that GPT-6 Astra, under zero-training conditions, enabled Unitree robots to complete painting and Go-playing experiments, but he also noted that large models still have clear shortcomings in perceiving changes in the real environment and correcting operational errors.
JD plans to create 100,000 robot repair technician positions over the next five years, promoting the transition of frontline staff such as couriers. It has reached after-sales repair partnerships with nearly 100 robotics companies, including AgiBot, DEEP Robotics, and EngineAI, and has launched the JoyRobocare brand for Europe.
Volvo Group announced the establishment of Volvo Mining, which will provide Volvo trucks, construction equipment, and autonomous driving solutions to mining customers and their contractors. The business will be officially established on January 1, 2027, under Volvo Construction Equipment, and will be led by Per-Erik Lindström, currently Senior Vice President of Volvo Trucks International. Initially, it will focus on serving mining customers and contractors in Sweden, Norway, and Finland, with plans to expand to more markets in phases.
Huang Yi, founder and CEO of RoboParty, has been named to the 2026 Fortune "China's 40 Under 40 Most Promising Business Leaders" list, becoming the youngest person from China on this year's list at age 22. He was previously named to the 2026 Forbes Asia 30 Under 30 list.
At Live Oak, several weeks into the pilot, residents began greeting the robot when it arrived. We will share what we learned there at the LeadingAge conference in Philadelphia (October 25-28), along with the start of our multi-year partnership with APREH in Nice. #LeadingAge #SeniorCare #Robotics
Singularity Reflection compiled Pichai's interview on the Big Technology Podcast, in which he rebutted claims that Google has abandoned the AGI frontier, saying that within 72 hours of Gemini 4 Argon going live, token consumption approached 25 trillion, roughly three times the same period for Gemini 3.0.
Beijing-based embodied intelligence data infrastructure company Xingyi Intelligence announced the completion of consecutive seed and seed+ funding rounds totaling tens of millions of yuan. The seed round was led by Shunxi Fund, and the seed+ round was led by Luster LightTech, with Zhongguancun Capital and First Venture Capital participating. The funds will go toward core algorithm and product R&D, real-world multimodal data infrastructure development, and strengthening customer delivery and commercialization capabilities.
The ByteDance Seed Model team has updated 10 robotics-related positions on its official website and BOSS Zhipin, covering body design, core components, low-level control, application software, and data evaluation. Engineer salaries are generally 15 months' pay, with monthly pay exceeding 20K.
Stord announced this month that it has secured a $400 million credit facility led by Citi, with participation from Morgan Stanley and JPMorgan among others, with subscriptions reaching nearly double its funding target. The company said the funds will be used to expand its fulfillment network, accelerate robot deployment, and increase AI investment through Stord Labs; Stord currently has nearly 100 fulfillment sites worldwide, serves more than 1,000 brands, and has annual GMV of over $15 billion.
At the iFlytek 1024 Global Developer Festival on October 22, iFlytek Chairman Liu Qingfeng released Spark X2.6, upgraded on fully domestic computing power, and introduced for the first time a device-cloud integrated collaborative architecture, with an average device-side response time of 0.85 seconds.
Unitree Robotics held the World Physical AI Conference in Hangzhou to celebrate its 10th anniversary. In a 36-minute speech, founder Wang Xingxing mainly urged people to believe in AI and reflected that he himself had not believed enough. He shortened his expected timeline for embodied intelligence's ChatGPT moment from 2 to 3 years, or 5 to 10 years, as of August this year to 1 to 2 years, or 2 to 3 years at the slowest.
Ozgur Tohumcu, AWS Global General Manager for Automotive and Manufacturing, said the bottleneck to scaling Physical AI is usually not technology but the data foundation, agent guardrails, and organizational tolerance for failure, and that many automakers' AI projects remain stuck at the proof-of-concept stage.
After The Verge reported serious security vulnerabilities in its robot toy Eiliko, Energize Lab issued a statement saying it has confirmed the core issues identified in the report. The company said it will hire an independent security firm to conduct a full review of its systems, set up a security contact email at security@energizelab.com, and has already closed external access to its backend, disabled the interface that allowed remote modification of the robot's replies, taken the long-term memory and custom avatar features offline, and will delete stored conversation records, user profiles, and avatar images.
The domestic construction robot market grew from less than 8 billion yuan in 2023 to 18.6 billion yuan in 2025, a two-year compound growth rate of over 52%. It is expected to exceed 28 billion yuan in 2026, up more than 50% year on year; by 2030, the market size is expected to exceed 80 billion yuan.
AGIBOT signed on as one of the new batch of key enterprises introduced by the Hong Kong SAR government's Office for Attracting Strategic Enterprises (OASES), witnessed by Financial Secretary Paul Chan Mo-po. AGIBOT will use Hong Kong as an important hub for international R&D, industry cooperation and connecting to global markets, and will continue to advance research collaboration, talent development and the practical application of embodied intelligence technology.
At the 2026 Unitree Technology Partner Ecosystem Conference, Chenjing Technology presented a physical AI inspection solution for the steel industry. Built on general-purpose quadruped robots, it enables autonomous navigation and obstacle avoidance, equipment data collection, and hazard identification and early warning, replacing high-risk, repetitive manual inspections. The solution has been deployed at multiple steel plants, continuously validating the feasibility of model-to-real-robot alignment capability in industrial scenarios within complex plant environments. At the conference, Unitree Technology founder Wang Xingxing stated that aligning models with real robots is a core challenge of embodied intelligence.
Zhongji Innolight said on its interactive platform that the company's production and operations are currently normal, its supply chain is stable, capacity utilization is sufficient, and it can obtain orders normally and deliver with guaranteed quality and quantity.
The 2026 Singularity Intelligence Technology Conference will be held on November 20–21 at the Wanda Vista Beijing, featuring a special track on "From Embodied Intelligence to Physical AI." It will bring together teams including JD Exploration Research Institute, Beijing University of Posts and Telecommunications, Noitom Robotics, Shiqi Future, Kunlun Xing Robotics, Guanxing Digital Intelligence, and AIRS to discuss world models, physical causality, robot agents, and multi-robot collaboration.
On October 21, Unitree released the H2-X Kung Fu Legend new robot. In the demo video, the robot leaps over a car, kicks a car door until it dents, lifts a sedan with both arms and pins it down, and completes a backflip from a 4-meter-high platform; the comments section debated whether it was remote-controlled. Unitree only disclosed "maximum battery life of about 8 hours" and did not reveal the hardware configuration, nor did it explain whether the movements were manually remote-controlled, pre-scripted, or autonomously controlled. The article notes that humanoid robots are currently mostly in the early L2 stage, that teleoperation is a transitional means toward autonomy, and that manufacturers should clearly distinguish autonomous parts from human-assisted parts.
At Tesla's Q3 2026 earnings call, Musk gave several Optimus timelines: a demo video of non-preprogrammed movements may be released within one to two months; the AI5 chip, with an order of magnitude more integrated compute than AI4, in April next year; and deliveries to external customers later next year, with the first batch aimed at industrial scenarios.
Bloomberg reported on October 22 that DeepSeek's current funding round is set at about 100 billion yuan, with a pre-money valuation of about 500 billion yuan. The company initially planned to raise 50 billion yuan, doubling it to the 100 billion level after two increases. Existing shareholders Tencent and CATL each added about 10 billion yuan to become cornerstone investors, while new participants include Shixi Capital, SMIC Capital, CPE Yuanfeng, Legend Capital and Geely. Combined with the 51 billion yuan first round in late June, the company has raised more than 150 billion yuan in just over 100 days.
Songyan Dynamics and Yiling Group have formed a strategic partnership, and the two sides will work together to explore a new smart health care path of "robotics + health care." The original article did not disclose the specific robot models involved, deployment scenarios, delivery schedule, or financial terms.
Tan Weijia, Full-time Secretary-General of the Shenzhen Robotics Association, was invited to the ROSCon China 2026 Summit Roundtable Forum, "The Next Stage of Embodied Intelligence: Paradigms, Order, and Boundaries," where she spoke with guests including Benmo Robotics scientist Liu Senyi and Yunmu Zhizao COO Yang Jianqiang.
The 2026 Greater Bay Area Science Forum—Supporting the Construction of the Guangdong-Hong Kong-Macao Greater Bay Area International Science and Technology Innovation Center Science and Technology Achievement Exhibition and Matchmaking Special Event (Guangzhou) will be held from October 31 to November 2 at the Nansha International Convention and Exhibition Center in Guangzhou. Registration is now open.
The Shenzhen Robotics Association will hold the FAIR plus Malaysia Launch Event on November 25, 2026, at JCorp headquarters in Johor Bahru, Johor, Malaysia, building a "Johor–Singapore–Shenzhen" technology and AI matchmaking channel. The agenda covers presentations on China's robotics industry, agricultural robotics, digital twins, and industrial intelligence, and connects with scenario owners in the JCorp system, including JPG, KPJ, JCG, JLG, and the Johor Bahru City Council (MBJB), offering Chinese and Singaporean companies a path to conduct pilots, co-build, and deploy in real Johor business environments.