Boston Dynamics

A vision-language-action (VLA) model is one neural network that reads camera images and a plain-language instruction and outputs a robot's next motor commands, built by training a vision-language model on robot demonstrations. Google DeepMind, Physical Intelligence, NVIDIA, Figure AI, Skild AI and AgiBot lead, and the commercial race now turns on the cost of action data rather than model design.

Swiss legged-robot maker ANYbotics has released Shift, a four-module platform that plans robot inspection rounds, analyses the readings and pushes findings into plant systems such as SAP and IBM Maximo. The company says Shift already analyses more than 120,000 inspections a month across over 1,000 industrial assets.

Boston Dynamics opened the Robotics Metaplant Application Center at Hyundai Motor Group Metaplant America, where Atlas is training on parts sequencing ahead of assembly work by 2030. The company said Hyundai plans to deploy 25,000 Atlas units and build a US facility able to make 30,000 robots a year, while Hyundai targets Atlas on its Georgia line from 2028.

Houston-based Persona AI disclosed in an SEC Form D filed on September 14, 2026 that it has sold $65,363,626 of a planned $141,964,814 private offering to 46 investors, with the first sale on August 28. The company, which builds humanoid robots for shipyard welding and other skilled trades and has a deployment agreement with HD Hyundai, raised $27 million in a pre-seed round in May 2025.

LG Group and NVIDIA signed a strategic collaboration MOU on Aug. 13 covering robots, AI factories and mobility, LG Corp. said. LG will unveil a bipedal humanoid on Jetson Thor and Isaac GR00T in the first quarter of 2027 using LG Electronics actuators, LG Innotek sensors and LG Energy Solution batteries, and will test its wheeled CLOiD on a Tennessee washing-machine line this year.

Google DeepMind on July 30 released Gemini Robotics 2, a family of three models covering whole-body humanoid control, high-level embodied reasoning and on-device inference. The reasoning model ER 2 is available to developers through the Gemini API and Google AI Studio, while the action models remain limited to early-access partners and trusted testers.

Walden Robotics, spun out of Toyota Research Institute in January 2026, emerged from stealth on July 15, 2026 with a $300 million seed round at a $1.1 billion valuation co-led by Toyota and Deviation Capital. The Cambridge, Massachusetts company says its robots, driven by large behavior models, have been doing production work at a Toyota plant in North America since February, and on July 28 it added Samsung SDS as a manufacturing partner.

Figure AI said on June 30, 2026 that its Figure 03 humanoid is now working in Hall 52 of BMW Group Plant Spartanburg, sequencing parts with its Helix 02 model. The move follows Figure's April 29 disclosure that its BotQ factory went from one robot a day to one an hour in under 120 days and had delivered more than 350 units, and a May 26 agreement with JCPenney owner Catalyst Brands.

Zurich-based ANYbotics said on June 16, 2026 it had opened an office at the DFactory Barcelona Industry 4.0 campus to expand engineering in computer vision, machine learning, software, mechatronics and DevOps. The site becomes its third hub after Zurich and San Francisco, following a Yokogawa software partnership in February and the hiring of a chief revenue officer in March.

OmniRetarget, a motion retargeting method from Amazon's Frontier AI & Robotics team and university collaborators, won both the Best Conference Paper Award and the Best Paper Award on Robot Manipulation and Locomotion at IEEE ICRA 2026 in Vienna. The method preserves contacts between body, objects and terrain, and the authors used it to generate more than 8 hours of trajectories that trained a Unitree G1 to perform parkour and box carrying in the real world without real-robot fine-tuning.

NVIDIA announced at GTC Taipei on June 1, 2026 an Isaac GR00T reference humanoid for academic research, built on Unitree's H2 Plus body with two 22-degree-of-freedom Sharpa Wave tactile hands and a Jetson AGX Thor T5000 computer. Unitree will sell it from late 2026; Ai2, ETH Zurich, Stanford and UC San Diego are the first named research users. No price was given.

Tesla said in its first-quarter 2026 shareholder update that its first-generation Optimus line, designed for 1 million humanoid robots a year, will replace the Model S and Model X lines at its Fremont factory. It is also preparing Gigafactory Texas for a second-generation line designed for long-term annual capacity of 10 million robots, while reporting revenue of $22.4 billion and $44.7 billion in cash and investments.

An 82-author team from Toyota Research Institute, Cornell University and MIT reported in Science Robotics on April 15, 2026 that multitask large behavior models, built on diffusion policy, outperform single-task baselines in blind, randomized trials and need far less task-specific data. The preprint version describes about 1,700 hours of robot demonstrations across more than 500 tasks and 1,800 controlled real-world trials.

Google DeepMind released Gemini Robotics-ER 1.6 on April 14, 2026, an embodied reasoning model built on Gemini 3.0 Flash and offered as a preview through the Gemini API and Google AI Studio. DeepMind said the model reads industrial instruments correctly 86% of the time, or 93% with an agentic zoom and code execution step, against 23% for ER 1.5. Boston Dynamics is using the capability for Spot facility inspections.

UBTech Robotics said in its 2025 annual results that revenue from full-size humanoid robots rose 2,203.7% to RMB820.6 million on 1,079 units, lifting group revenue 53.3% to RMB2.0 billion. The net loss narrowed to RMB789.8 million, while three share placings raised RMB5.78 billion to fund capacity for more than 6,000 robots a year.

Fauna Robotics said on 24 March 2026 that it had joined Amazon and would operate as an Amazon company, keeping its Sprout humanoid on sale and its customers supported; no terms were disclosed. The deal gives the operator of more than 1 million warehouse robots a small, safety-first humanoid used by Disney, Boston Dynamics, NYU and UC San Diego, and a team drawn from Google DeepMind and CTRL-labs.

Mind Robotics, the industrial AI robotics company founded and led by Rivian chief executive RJ Scaringe, said on March 11, 2026 that Accel and Andreessen Horowitz co-led a $500 million Series A, about four months after a $115 million seed. Rivian's filings show it deconsolidated the start-up in March, valued its remaining 37.6% at about $569 million using the Series A share price and recorded a $506 million gain, which by ROBOTNESS arithmetic implies an equity value near $1.51 billion.

The European Commission cleared SoftBank Group's purchase of ABB's robotics division, valued at USD 5.375 billion, under its simplified procedure on 11 March 2026. The price equals 17.2 times the division's 2024 EBITDA, while the floor valuation of Skild AI, whose round SoftBank led in January, is 2.6 times as high. Approvals in China and the United States remain, and both companies expect closing in mid-to-late 2026.

BMW Group said on 27 February 2026 that Plant Leipzig will pilot Hexagon Robotics' wheeled AEON humanoid in high-voltage battery assembly and component production, after a first test in December 2025 and with the pilot phase set for summer 2026. It also set up a Munich-based Center of Competence for Physical AI in Production and published the results of its 2025 Figure 02 pilot in Spartanburg, where the robot moved more than 90,000 parts in about 1,250 hours.

Hyundai Motor Group agreed on February 27, 2026 to invest about 9 trillion won from 2026 in a robotics, AI and hydrogen hub at Saemangeum in North Jeolla. The plan includes a 400 billion won robot cluster with a finished-robot factory sized for about 30,000 units a year, a contract-manufacturing foundry and a parts complex, due in 2029, next to a 5.8 trillion won AI data centre scaled in phases to 50,000 GPUs.

Austin humanoid maker Apptronik said on 11 February 2026 that it had closed a $520 million Series A-X extension priced at three times its Series A valuation, lifting total Series A funding above $935 million. John Deere, AT&T Ventures and Qatar Investment Authority joined returning backers B Capital, Google, Mercedes-Benz and PEAK6, and the company said the money will pay for Apollo production, training and data facilities and a new robot due in 2026.

Figure AI on Jan. 27, 2026 released Helix 02, a robot foundation model that runs a humanoid from camera pixels and fingertip touch down to joint commands at 1 kHz, replacing 109,504 lines of hand-written C++ with a 10-million-parameter learned controller. The company showed a Figure 03 unloading and reloading a dishwasher across a full kitchen in a four-minute, 61-action run it says had no resets and no teleoperation.

Mobileye agreed on 5 January 2026 to buy Israeli humanoid developer Mentee Robotics for $900 million in cash and stock and closed the deal on 3 February. Its filings show chief executive Amnon Shashua, Mentee's chairman and co-founder, receives about $341 million and chief technology officer Shai Shalev-Shwartz about $118 million, with 90% of the founders' stock released only after two and four years. Mentee targets autonomous customer pilots in 2026 and series production in 2028.

Boston Dynamics unveiled the production version of its electric Atlas humanoid at CES 2026 on January 5 and said manufacturing begins immediately in Boston, with all 2026 units already committed to Hyundai Motor Group and Google DeepMind. Hyundai set a goal of a production system able to build 30,000 robots a year by 2028, when Atlas is due to start parts sequencing at its Georgia Metaplant, moving into assembly by 2030. Hyundai Mobis will supply the actuators and Google DeepMind's Gemini Robotics models are to supply the cognition.

LG Electronics unveiled the CLOiD home robot and launched LG Actuator AXIUM, a brand of motor, drive and reducer joint modules aimed at the wider robotics market, at CES 2026. The robot came with detailed joint counts but no price or date, and the actuator with no specifications or customer, leaving LG behind Hyundai Mobis, which named Boston Dynamics' Atlas as its first actuator customer three days later.