Anthropic Study: Robots Could Do 74% of Physical Work Tasks
Anthropic's economic research team finds robots are technically capable of 74% of U.S. manual labor tasks, but only 0.3% are currently cheaper than hiring a human.
Robotics News and Analysis
52 verified stories covering Robotics, product updates and industry developments.
One Month After Listing, Unitree Stock Down 53% From Debut High
A month after its IPO, Unitree Robotics has fallen 53% from its debut high, erasing about ¥236.6 billion in market value, though IPO buyers are still up 241.5%.
$399 open-source robot duck rings up $2.6M in its first 24 hours
Pollen Robotics' $399 bipedal robot Microduck sold about 6,500 units worth $2.6 million in a day, running on a seven-process Rust stack with reinforcement-learning-trained walking.
Tsinghua's Zeva Lifts Robot Success From 26% to 73%, No Retraining
Tsinghua's Zeva uses in-context causal memory on a frozen backbone to lift embodied manipulation success from 26% to 73%, without fine-tuning.
Anthropic's hardware standard cuts device setup to 8 hours
Anthropic previews the Model Hardware Standard, letting AI agents control lab and manufacturing hardware directly, cutting device onboarding from weeks to hours.
Robot Watches One Demo, Hits 59% Success Rate
With no fine-tuning, Generalist AI's GEN-1.5 robot learns a new task from one video demo in its context, hitting 59% success versus 83% after training.
Unitree Shares Jump 629% on Shanghai STAR Market Debut, Close Up 460%
Unitree opened 629% above its IPO price on Shanghai's STAR Market and closed up 460%, valuing it at 341.8 billion yuan despite falling H1 profit.
Ant backs Daimon tactile robot brain
Ant Group led a strategic round worth hundreds of millions of yuan in Daimon Robotics, whose tactile sensors, dataset and 10B-class world model turn robot touch into a Physical AI infrastructure bet.
China Speeds Up Its AI Law
China's economic planner paired rapid AI infrastructure growth with a pledge to accelerate AI legislation, tying compute, models and risk controls into one policy frame.
Google Gives Robots Whole-Body Control
Gemini Robotics 2 links whole-body motion, dexterous hands, on-device adaptation and safety stops into one robotics system.
Robots Get 30,000 Hours of Touch
NeoteAI and Fudan released N0 reports, data and code that put tactile sensing at the center of robot learning.
Gritt uses robots to install 4,000 solar panels a day
Gritt emerged from stealth with a field-first physical AI system for solar construction, reporting 4x output and contracts covering 2.8GW of solar capacity.
MiniCPM puts robot models on device
OpenBMB released MiniCPM-Robot with a 1.5B manipulation model, a 0.9B tracking model, and a deployment path focused on local latency.
Xiaomi trains robots on 100K hours
Xiaomi-Robotics-1 uses over 100,000 hours of real-world manipulation trajectories to test whether robot policy models can scale like language models.
RLinf v0.3 closes the robot training loop
RLinf v0.3 turns embodied AI training into a fuller pipeline, linking data collection, SFT, reinforcement learning, evaluation and real-robot deployment.
Galbot lets robots learn from human video
Galbot, Peking University, CASIA and Tsinghua propose WAM-TTT, a deployment-time method that adapts robot behavior from ordinary first-person human videos without retraining the base world-action model.
Dexmal DW0.5 moves robot post-training into a learned virtual trial field
Dexmal DW0.5 moves robot post-training into a learned virtual trial field. The piece reviews the verified facts and why the signal matters beyond one announcement.
Tencent open-sources two robot foundation models
Tencent released Hy-Embodied-VLM-1.0 and Hy-Embodied-RxBrain-1.0, splitting embodied AI cognition into scene-action understanding and multimodal subgoal planning.
ZeroErr raises hundreds of millions to scale robot joints
ZeroErr raises hundreds of millions to scale robot joints. A concise localization of the verified facts and the industry signal behind the story.
LingBot model predicts before it acts
LingBot model predicts before it acts. A concise localization of the verified facts and the industry signal behind the story.
Yuanli trains DM0.5 on 150,000 hours of robot data
Yuanli trains DM0.5 on 150,000 hours of robot data is reframed for global technology readers, with the key numbers, product claims and open questions kept intact.
Mistral tests robot navigation with one RGB camera
Mistral tests robot navigation with one RGB camera is reframed for global technology readers, with the key numbers, product claims and open questions kept intact.
RoboDojo shows real robot success is still low
RoboDojo shows real robot success is still low is reframed for global technology readers, with the key numbers, product claims and open questions kept intact.
Simplexity ships 100 i7 Pro robots into factories
Simplexity ships 100 i7 Pro robots into factories is reframed for global technology readers, preserving the key numbers, claims and open questions.
Berkeley robots learn dexterous work from web videos
Berkeley robots learn dexterous work from web videos is reframed for global technology readers, preserving the key numbers, claims and open questions.
Unitree wins approval for a STAR Market IPO
Unitree wins approval for a STAR Market IPO is reframed for global technology readers, preserving the key numbers, claims and open questions.
X Square Robot reaches a $2.8B valuation with China’s internet giants onboard
X Square Robot reaches a $2.8B valuation with China’s internet giants onboard
SoftBank-backed Coowa targets Hong Kong IPO
Coowa's planned filing shows how China's embodied-AI robotics boom is moving from venture rounds to the exit window.
Alibaba puts Qwen into robots with a three-model suite
Qwen-Robot Suite is software rather than hardware: three models for navigation, manipulation and world prediction, designed to run on robots from AgileX, Franka, Universal Robots and Unitree.
Qwen robot models triple cross-body transfer success
Alibaba's Qwen team released three embodied AI models, with RobotManip lifting cross-robot transfer success from 7.5% to 23.9% while RobotNav and RobotWorld cover movement and prediction.
EngineAI chases a 10B-yuan valuation in Hong Kong
EngineAI is highlighting factory speed and funding while leaving investors to wait for the revenue line that will decide the IPO story.
THEKER raises a record European robotics Series A
The Barcelona startup raised 73 million euros to deploy factory robots that learn on the job, with Samsung and LVMH among the strategic backers.
Standard Bots becomes a robotics unicorn
Standard Bots raised $200 million at a $1 billion valuation to scale robots that learn tasks by demonstration instead of traditional programming.
Generalist AI raises $400 million for robot foundation models
The DeepMind and Boston Dynamics alumni behind Generalist AI are betting that adaptable robot intelligence is the next expensive frontier after software AI.
Robot data startup Mecka AI raises $60 million
Mecka AI has raised $60 million while claiming $100 million in annualized contracted revenue from human-motion data and deployment services for robots.
Nvidia offers a reference design for humanoid robots
Nvidia is not selling a humanoid robot so much as a shared research blueprint around Isaac GR00T, Unitree hardware and Jetson Thor.
Nvidia open-sources Cosmos 3, a world model for robots and self-driving cars
Nvidia has released Cosmos 3, an open-source AI model designed to help robots and autonomous vehicles understand and predict physical world interactions.
OpenAI relaunches robotics division
Sam Altman announced the re-establishment of OpenAI's robotics team, hiring for hardware, ops, systems, and ML engineers, with a near-term focus on infrastructure robots and a long-term vision of personal robots.
Schaeffler buys humanoids and becomes their joint supplier
The German auto-parts group plans to deploy 1,000 to 2,000 Humanoid robots while supplying more than one million actuators to the startup through 2031.
RoboStrategy brings humanoid robot exposure to Nasdaq
RoboStrategy has listed BOT on Nasdaq, giving public-market investors a closed-end fund tied to private humanoid robotics and Physical AI companies.
Korea's industrial giants back Config's robot-data bet
Samsung, Hyundai, LG and SK Telecom are backing Config, a young robotics-data supplier that wants to become the neutral foundry layer for robot training data.
Genesis AI Debuts Robotic Hand Model GENE-26.5
Genesis AI says its GENE-26.5 model can handle cooking, lab pipetting, cables and piano-like dexterity by pairing a robotic hand with low-cost human demonstration data.
LeRobot flaw exposes robot servers to unauthenticated RCE
CVE-2026-25874 lets anyone who can reach a Hugging Face LeRobot PolicyServer execute code through unsafe pickle deserialization.
Germany's Sereact Raises $110M to Put a World Model Inside a Robotic Brain
Sereact, a German robotics company, has raised $110 million in Series B funding to scale its Cortex 2.0 "robotic brain" for industrial arms, using a world model and over a billion real-world picks to achieve a human intervention rate of once per 53,000 picks.
Sony's Ace table tennis robot beats humans in competitive play for the first time
Sony AI's Ace robot has defeated elite amateur and professional table tennis players in real matches, marking the first time a machine has reached elite-level performance in a competitive sport.
Eclipse Raises $1.3 Billion to Bet on Physical AI
Eclipse Capital has closed $1.3 billion in new funding to back and incubate physical AI startups, focusing on robotics, autonomous driving, and cross-industry data strategies.
DeepMind teaches robots to read industrial gauges for factory inspections
Google DeepMind's Gemini Robotics-ER 1.6 boosts gauge reading accuracy from 23% to 86%, and to 93% with Agentic Vision, enabling Boston Dynamics' Spot to autonomously inspect equipment.
Humanoid robot training data comes from tens of thousands of gig workers worldwide
A report reveals that humanoid robots are trained by contract workers in over 50 countries who film themselves doing household chores with iPhones strapped to their foreheads, creating the real-world data that companies like Tesla, Figure AI, and Agility Robotics rely on.
Rivian CEO Launches Mind Robotics, Raises $500M for Factory AI Robots
Mind Robotics, an industrial robotics company founded by Rivian CEO RJ Scaringe, announced a $500 million Series A funding round led by a16z and Accel, reaching a $2 billion valuation. The company focuses on AI-powered robots for manufacturing, leveraging Rivian's EV factories as testing and training grounds.
Figure AI Drops OpenAI, Builds Its Own Brain; Valuation Hits $39 Billion
Figure AI raised over $1 billion in Series C funding, reaching a $39 billion valuation, and cut ties with OpenAI to develop its own Helix AI system for real-time robot control. The company targets home use with its Figure 03 robot, priced at $20,000.
Boston Dynamics Atlas Enters Production with DeepMind AI
Boston Dynamics has unveiled the production version of its Atlas humanoid robot, now integrated with Google DeepMind's Gemini Robotics foundation model for advanced perception and task planning. The first units are already allocated for 2026, with a long-term plan for a US factory capable of producing 30,000 units per year by 2028.
Physical AI Robotics Becomes a Cash-Burning Battleground in 2026
In Q1 2026, 27 Physical AI startups raised over $6.4 billion, with the robotics sector alone hitting $4 billion. Eclipse VC closed a $1.3 billion fund for Physical AI bets, while Figure AI reached a $39 billion valuation and Physical Intelligence targets $11 billion.