Physical AIPage 2
Physical AI and embodied intelligence: robot foundation models, vision-language-action models, simulation, training data and the companies building robot brains.
Physical AI archive
The K-pop agency that's become a humanoid robot unicorn
Galaxy Corporation, a Korean entertainment agency, deployed 16 Unitree G1 humanoids at Times Square in September, owns the world's first robot theme park in Seoul, posted $215M in revenue with 619% growth, and is preparing for a U.S. IPO. The entertainment industry just entered the humanoid robot market.
Oct 9, 2026Generalist physical AI: Odyssey-3 launches with a $1.45B bet on 1 AI foundation model for every robot
Odyssey launched Odyssey-3 today. It's a single world model that controls humanoid robots, cars, drones, and video games from one frozen backbone. Flexion is already using it to build humanoid policies that outperform specialized VLA models under lighting changes, so the specialized-vs-generalist debate in foundation models just got its strongest test case.
Oct 9, 2026Hello Amazon! AWS just entered the physical AI infrastructure race
Amazon Web Services launched an open-source Physical AI Toolchain today, and it's a direct play for the software layer sitting beneath every humanoid robot being built. That's a super-interesting play for a company that might own more robots than any other on the planet.
Mecka AI is making $100M a year sending humans to collect robot training data
Mecka AI crowdsources human movement data using body sensors and iPhones, has hit $100M annual run rate, and just closed a Sequoia-led round approaching a $500M valuation, providing the clearest sign yet that robot training data is its own industry.
Oct 7, 2026New NVIDIA investment in Figure? And, Japan's $6B physical AI bet, Agility Robots shares unit economics, and much more!
Today in Humanoid Daily ... Japan bets $6 billion on physical AI, Amazon’s Alexa chief takes over Boston Dynamics, Korea runs massive humanoid logistics test, Agility holds its first-ever investor day, and Minerva says: don't kill workers, send Roger. Also, the number of the day is $1 billion from NVIDIA ... for Figure?
Boston Dynamics picks Amazon's Alexa head Rohit Prasad as its new CEO
Rohit Prasad, who built Alexa into a product in hundreds of millions of homes and led Amazon's Nova foundation models, takes over at Boston Dynamics on October 7. He's the company's third CEO in 34 years and a clear signal that Hyundai is betting on AI commercialization, not hardware engineering, to win the physical AI race.
Oct 7, 2026Boston Dynamics' Atlas has 4 fingers. Tesla's Optimus has 5. Here's why ...
Boston Dynamics deliberately cut the pinky from Atlas's commercial hand after physical experiments and simulations showed 4 fingers matched the dexterity of 5 for factory tasks. Tesla chose 5 for Optimus to work with human-built tools. The difference isn't a hardware limitation ... it's two different theories of what humanoid robots are for.
Oct 7, 2026Kawasaki, Softbank, Sony, Honda and 40 other companies partnering to build Japanese physical AI
Kawasaki has been building a humanoid robot since 2015. Now it's partnering with a 44-company consortium to build Japan's domestic physical AI stack. It's structured like the country's most successful industrial strategies, with SoftBank, Sony, Honda, and 41 other companies behind it.
Oct 6, 2026Hexagon's path to 1,000 humanoids at Schaeffler runs on two metrics and a set of wheels
Schaeffler wants at least 1,000 Hexagon Aeon humanoids in its factories by 2032. Hexagon Robotics president Arnaud Robert explains what it takes: a multipurpose fleet rather than single-task robots, two metrics that matter (cycle time and human intervention), no teleoperation, a sim-to-real-to-sim data loop, and wheels that he says can even climb stairs.
Oct 6, 2026Dyna Robotics' new Taku humanoid is built for a job, not a set of tasks
Dyna Robotics wants to sell businesses a robot employee, not a robot task. Taku is the hardware making that pitch real: a wheeled semi-humanoid that chains 79 subtasks across an hour of laundry work with no human standing by.
Oct 5, 2026GRASP Lab: teaching robots complex tasks with 5 minutes of video
SymSkill from Penn's GRASP Laboratory won ICRA 2026's best conference paper by teaching a robot to plan and execute 12-step tasks from just 5 minutes of unstructured video ... and recover from failures mid-sequence without starting over.
Oct 3, 2026Toyota's plan for 400,000 humanoid robots rewrites what 'at scale' means
Toyota is planning to deploy 400,000 humanoid robots across its factories and supplier network starting in 2028 ... a fleet larger than any other company has even imagined. Except, maybe, Tesla.
Oct 3, 2026Anthropic says cheap robot labor is 40 years away. But ... it's pricing the wrong robots
Anthropic says robots can do 74% of U.S. physical work but are cheaper than people for just 0.3%. With that logic, cheap robot labor is 40 years away. But their math focuses on single-purpose machines. General-purpose humanoids running 20-hour days and learning new jobs through software updates could reach ROI in years, not decades.
Oct 3, 2026General Robotics CEO: we're wasting billions on physical AI chasing the wrong layer
General Robotics says its GRID platform can onboard a new robot in two hours instead of a month. CEO Ashish Kapoor, who led Microsoft's robotics research group, explains how AI agents and a single robotics monorepo make that possible, why mixed robot fleets are inevitable, and why he thinks billions invested in robot foundation models may be chasing the wrong layer.
Oct 3, 2026Humanoid robots are shipping at scale, but safety validation isn't keeping up
Humanoids are shipping by the tens of thousands, but proving they're safe around people is lagging behind the growth. We chat with iMerit's Erikk Cass on edge cases, home robots, and why the demo isn't the evidence.
Oct 2, 2026This Chinese startup says teleoperation is poisoning humanoid robot training data
MindOn, a 16-month-old Shenzhen AI company with $14M raised, argues that training robots with teleoperation produces unnaturally slow movements ... and that human motion capture is the fix.
Oct 1, 2026This home humanoid costs $3,555 and learns new tasks with your smartphone
Flourish 1 uses your phone's IMUs to capture motion demonstrations and trains a robot skill model in the cloud ... no coding, no teleoperation, just show it what to do. Is it magic or too good to be true?
Sep 29, 2026SiMa.ai wants to be your new humanoid robot brain, and it's targeting NVIDIA
SiMa.ai raised a $150 million Series C at a $1.45 billion valuation to challenge Nvidia's Jetson Thor as the brain inside humanoid robots. Its pitch is twice Thor's performance at 60 watts, a pin-compatible drop-in module and agentic software that ports CUDA code. Will any humanoid makers sign on?
Inside China's robot schools: 70 training grounds where humanoids drill 45 skills up to 600 times a day
China has built a state-backed network of 70-plus embodied AI training facilities where competing robot manufacturers train side by side and feed data into a shared national pool — a structural advantage no private US company has an equivalent for.
Sep 28, 2026Open-RAIL connects VLA models and humanoids, smoothing and speeding motion
China Mobile has open-sourced Open-RAIL, middleware that lets humanoid robots keep moving smoothly while big VLA and world action models compute their next move. The team claims 100X less jerky joint motion, up to 2.09X faster execution and task success as high as 95%.
Sep 24, 2026Google & NVIDIA both shipped open source robot stacks at ROSCon. Only one supports humanoids
Google's Intrinsic and NVIDIA both released open source robotics software infrastructure on Tuesday morning at ROSCon in Toronto, hours apart. The two releases are for very different robots, though.
Sep 22, 2026A humanoid robot fights a man, Unitree's new $6,500 hand, Figure does some homework, Faraday launches 9 new robots, and more ...
Today in Humanoid Daily ... Unitree launches a new (and good!) hand, Boston Dynamics opens an Atlas factory training ground, Figure's humanoid enters 30 homes it had never seen. Faraday Future launches 9 new robots, a human fights a humanoid robot in a cage and loses ... and the number of the day is 7,000.
D-Robotics just raised $400M to build the brain inside your next robot
D-Robotics has shipped 8 million Sunrise chips and has 20+ humanoid robot customers including UBTECH, Fourier, and Booster. Now it has closed a $400M Series C to double down on a picks-and-shovels play on the humanoid robot boom.
Sep 17, 2026GPT-6 Astra just beat human baseline on drone control tasks ... humanoid robots next?
OpenAI's GPT-6 Astra is the first AI model to beat human baseline performance on all five drone control subtasks in standard robotics evaluation, even without specialist robotics training. Can generalist models compete with specialist ones in physical domains?
Sep 17, 2026Machine vision conference VISION 2026 surpasses exhibitor record and leads the way
VISION 2026 will bring around 500 machine vision exhibitors to Stuttgart from October 6–8, setting a new record, with 30% exhibiting for the first time and roughly two-thirds coming from outside Germany. The show will focus heavily on AI and emerging technologies, with new features including a Synthetic Data Symposium, VISION Makeathon, expanded industry tours, and a dedicated AI tour.
Sep 16, 2026More $$$ for robots: Matter Venture Partners closes $450M Fund II to back robotics startups
Matter Venture Partners has closed its second fund at $450 million to back early-stage hard tech startups in areas like robotics, physical AI, semiconductors and AI infrastructure.
26 million humanoid robots a year: Berg Insight maps out the growth curve
A new Berg Insight forecast puts humanoid robot shipments at 26 million units annually by 2040. But the more important number is where the industry actually stands today ... and the growth curve.
Sep 15, 2026Hello construction: this semi-humanoid robot can use tools and build houses
A new research company spun out of the team behind construction robot Zyrex says the transferable layer isn't the humanoid robot body ... it's knowing how to run the tools that already exist. And ZINOVA's capabilities are impressive already.
Sep 15, 2026Robot ambulances, robot protests, and China says the US is now copying them
A Chinese humanoid startup says OpenAI is now copying them, Kinetix AI closes a $74M angel round, Japan builds an ambulance for broken robots, and 30 robots protest in Warsaw.
Sep 11, 2026Skild AI hits $100M revenue run rate in 10 months. Physical AI is apparently very lucrative
The Pittsburgh physical AI startup that teaches robots new tasks from a single video demonstration has gone from $30M to $100M in annual revenue run rate in under a year, with 60+ customers ...
Sep 10, 2026