Gemini 4 Argon goes wide, scores 87% on embodied reasoning
Google opens Gemini 4 Argon to developers and paid subscribers, reporting 87% on ERQA and a jump in real-robot success from 56% to 75% after sim-trained fine-tuning.
Embodied AI News and Analysis
44 verified stories covering Embodied AI, product updates and industry developments.
DeepSeek to Lead Seed Round for Ex-Tencent Robotics Startup
DeepSeek is reportedly set to lead a seed round of tens of millions of dollars in Winverse AI, a robotics startup founded by ex-Tencent scientist Hu Han, at a roughly $400 million valuation.
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%.
Tesla Sends Optimus Audit Team to Yangtze Delta Suppliers
Tesla is auditing Chinese suppliers Tuopu, Sanhua and Joyson for Optimus parts; suppliers say orders came first, as the 50,000-unit 2026 target grows tight.
Samsung's In-House Humanoid Robot Eyes CES 2027 Debut
Samsung is fast-tracking an in-house humanoid robot prototype for a possible CES 2027 debut, with hardware and AI software now under one CTO.
$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.
NDRC Signals Robotics Industry to Cool Down as Shipments Lag
China's economic planner is warning against a rush into robotics, as humanoid shipments trail far behind the hype and the manufacturing capacity already built up.
Nvidia's New Edge Module Hits 78 TOPS, Ships in 2027
Nvidia's Jetson Orin Nano 2 doubles edge inference at 78 TOPS with 40% lower power draw, but the module and dev kit won't ship until the first half of 2027.
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.
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.
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.
Being-M0.7 uses human-centered data to train humanoid motion
Being-M0.7 uses human-centered data to train humanoid motion. The piece reviews the verified facts and why the signal matters beyond one announcement.
LimX Dynamics raises nearly $200 million and brings six-month funding close to $400 million
LimX Dynamics raises nearly $200 million and brings six-month funding close to $400 million. The piece reviews the verified facts and why the signal matters beyond one announcement.
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.
LingBot opens a robot vision base model
LingBot opens a robot vision base model 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.
CarbonSix raises $40 million to bring physical AI to factories
South Korea’s CarbonSix secured a $40 million Series A to deploy robot intelligence and automation tools for manufacturing tasks that change from job to job.
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.
Limitless Labs brings AI to CNC programming
Limitless Labs raised $20 million to build a CAM agent that captures machinist expertise and turns CAD files into safer tool paths.
Qwen veteran Lin Junyang raises at $2B valuation
The former Alibaba Qwen lead is building a new lab around world models and embodied AI instead of another chatbot.
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.
Two-year-old EngineAI files confidentially for Hong Kong
The Shenzhen humanoid robot maker has fresh funding, a 10,000-unit factory target and unanswered questions about revenue and real demand.
Neura raises up to $1.4B for humanoid robots
Germany’s Neura Robotics secured a milestone-based Series C of up to $1.4 billion backed by Tether, NVIDIA, Amazon, Qualcomm and industrial investors.
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.
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.
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.