Physical AI & Embodied Robotics
- Exponential Industry
- Technology Area
- 25 Milestones
Robots that sense, plan, and act in factories, warehouses, and outdoor sites using learned models rather than only teach-pendant programs. The set covers humanoids, industrial arms, mobile manipulators, and the foundation-model stacks that drive them. Vendors include Figure, Tesla Optimus, Agility (Digit), Boston Dynamics (Atlas, Spot, Stretch), Unitree, and NVIDIA (Isaac/Jetson) for the compute layer.
Hidden Factory
Physical AI & Embodied Robotics
Skild AI launches S1 Generalist Robotic Foundation Model
Skild AI released S1, a generalist robotic foundation model capable of in-context learning from a single video demonstration across 10-minute multi-step manipulation tasks with 66% zero-shot success without fine-tuning /Skild AI/ /YouTube/.
Wang Xingxing says humanoids reach mass market in 2–10 years
At the World Robot Conference in Beijing (Thursday, Aug 20, 2026), Unitree founder Wang Xingxing said humanoids will reach mass-market popularity once they can handle 80% of voice-instructed tasks in unfamiliar surroundings, which he said will take two to ten years. The humanoid brain / embodied AI is now Unitree’s main focus /Bloomberg/.
Ludo Robotics Unveils Ludi-0.1 Social Humanoid Foundation Model
Ludo Robotics, founded by Krafton, unveiled Ludi-0.1, an agentic foundation model for social humanoid robots integrating multimodal perception, speech, gestures, and manipulation tested on Unitree G1 /Ludo Robotics/.
Generalist announces GEN-1.5 one-shot embodied model
Generalist announced GEN-1.5 on Aug 19, 2026: an embodied foundation model that learns new short-horizon dexterous tasks from 3–12 seconds of a single demonstration without gradient updates (59% avg on 10 tasks) or 1–10 gradient steps on minutes of data (83%). First model the company knows of with general one-shot/few-shot closed-loop physical skill learning at this breadth /Generalist/ /X / @GeneralistAI/.
Fidler, Gojcic, and Ling launch Veeda AI for simulated-reality world models
Sanja Fidler announced Veeda AI on LinkedIn (activity id timestamp 2026-08-19T15:12:17Z), co-founded with Zan Gojcic and Huan Ling. Mission: simulated reality / world models so robots can do interactive trial-and-error at scale instead of in the real world. Investors named: Khosla Ventures and Radical Ventures /LinkedIn / Sanja Fidler/ /LinkedIn / Zan Gojcic/ /Veeda AI/.
FORT Robotics announces SPAC combination at $500M equity value
FORT Robotics and Newbury Street II (NTWO) announced Aug 18, 2026 a business combination to list as FORT Robotics Holdings (Nasdaq FROB). Pro-forma EV $556.6M; pre-money equity $500M. Expected close Q4 2026, subject to shareholder and regulatory approvals /FORT Robotics/.
Publication of Zetta ζ Closed-Loop Embodied Harness Paper
Researchers published 'Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence' on arXiv, introducing decoupled runtime critic evolution on RoboCasa and LIBERO-Pro without base policy fine-tuning /arXiv/.
Unitree $900M Shanghai IPO 8,000x oversubscribed
Reuters Aug 10, 2026: Unitree said its ~$900M Shanghai IPO was more than 8,000 times oversubscribed by retail investors. Priced at 150.80 yuan, valuing the company at more than 60 billion yuan; first onshore-listed humanoid robot maker in China /Reuters/.
robots.online 100-Robot Public Interaction Experiment
100 real AI-powered robots (hangars in Israel and California) controllable online in real time to study instinctive human-robot interaction and feed data into foundation models and interfaces.
Agility Robotics SPAC Merger with Churchill Capital Corp XI
Definitive business combination (June 24, 2026): $2.5B pre-money equity value; >$620M expected gross proceeds including ~$200M PIPE at $10/share led by Foxconn. Expected ticker AGLT; close expected 2026 subject to shareholder/regulatory approvals.
UAW convention: Fain 'fight for humanity' on AI/robots
UAW President Shawn Fain told the quadrennial convention that AI and humanoid robots are a profound threat, said 'We are in a fight for humanity,' and compared AI to NAFTA /The Detroit News/.
Advantech deploys agentic factory brain on Jetson Thor
Advantech building and deploying an agentic factory brain in its own plants with NemoClaw, Nemotron 3 and Jetson Thor (fleet management, defect detection, autonomous decisions) /NVIDIA Blog/.
Zipline uses Jetson Orin NX on delivery drones
Zipline uses Jetson Orin NX and a Yocto custom OS on autonomous drones for medical, food and retail deliveries /NVIDIA Blog/.
Solomon coordinates humanoid agents with NemoClaw
Solomon uses NemoClaw to coordinate reasoning, perception, sensor fusion, locomotion and manipulation on a humanoid, plus Solomon active perception /NVIDIA Blog/.
Hexagon Robotics integrates Jetson Thor on humanoids
Hexagon Robotics integrating Jetson Thor and Yocto OS customization for humanoids in manufacturing, logistics and construction /NVIDIA Blog/.
JetPack 7.2 lands NemoClaw agentic AI on Jetson
NVIDIA Blog 2026-06-01 (COMPUTEX): JetPack 7.2 + NemoClaw on Jetson; AGX Orin 32GB to 241 TOPS (+20%); Yocto, CUDA 13 on Orin, MIG on Thor. Customer uses include Advantech factory brain, Solomon humanoid, SandStar retail (30+ countries), Zipline drones /NVIDIA Blog/.
Physical Intelligence announces π0.7 steerable generalist
Physical Intelligence announced π0.7 on Apr 16, 2026: a steerable VLA with compositional generalization, language coaching on unseen appliances, and cross-embodiment laundry folding on a UR5e system with no laundry data for that robot. Matches specialist Recap throughput on several tasks /Physical Intelligence/.
Generalist announces GEN-1 mastery of simple physical tasks
Generalist announced GEN-1 on Apr 2, 2026: 99% average success vs 64% for prior models on the same simple tasks, ~3x faster than prior SOTA, ~1 hour of robot data per result. Pretraining uses no robot data (wearable human grippers); half a million hours of physical interaction /Generalist/.
Boston Dynamics unveils Atlas product version at CES 2026
product Atlas unveiled at Hyundai media day; production to begin immediately at Boston HQ /Boston Dynamics/.
Atlas 2026 deployments committed to Hyundai RMAC and Google DeepMind
all 2026 Atlas deployments fully committed; fleets scheduled to ship to Hyundai Robotics Metaplant Application Center and Google DeepMind /Boston Dynamics/.
SGMW I²MS Named National Pioneering Intelligent Factory
China MIIT Pioneering Intelligent Factory recognition for SGMW Intelligent Island Manufacturing System (Nov 27, 2025); only automotive recipient in first cohort /General Motors China News/ /ASSEMBLY Magazine/.
Physical Intelligence announces π*0.6 Recap VLA
Physical Intelligence blog Nov 17, 2025 (arXiv Nov 18): π*0.6 trained with Recap RL from demonstrations, corrections, and autonomous experience. More than doubles throughput on some hard tasks and can cut failure rates by 2x; espresso, box assembly, novel laundry /Physical Intelligence/ /arXiv/.
Generalist announces GEN-0 robotics scaling laws
Generalist announced GEN-0 on Nov 4, 2025: embodied foundation models trained on 270,000 hours of real-world manipulation with measured scaling laws and a ~7B parameter intelligence threshold (smaller models ossify) /Generalist/.
Hadrian Mesa Arizona Factory Open (F3)
Factory 3 (F3) in Mesa, AZ announced with Series C (Jul 17, 2025): ~270k sq ft production and software hub, ~$200M investment, 350 jobs; slated fully operational by January 2026. Series D PR (Aug 2026) lists Mesa among operating sites in four-site ~3M sq ft footprint /Hadrian/ /PR Newswire / Hadrian/.
Figure 02 factory tests at BMW Spartanburg
Figure tested Figure 02 for data collection and use-case training at BMW Spartanburg /NVIDIA Blog/.