The Backdoor Problem in Physical AI
Robots can be made to misbehave by things they see, with no visible failure. The research behind that claim is real and published; the proposed fix is a product from the company that wrote the article.
The race to build mechanical humans. Tesla is converting car factories. Boston Dynamics is doing parkour. Figure is in BMW plants. This is where the billion-dollar bets are being placed.
Gen-3 mass production. 1M units/year target.
Atlas — the parkour humanoid. Now electric-powered.
Figure 02 with Helix AI. Deployed at BMW factories.
Digit — first commercially deployed bipedal robot.
G1 and H1. Consumer-affordable humanoids from China.
Phoenix — AI-driven humanoid with cognitive architecture.
Toyota, Honda, Sony — Japan's decades-long humanoid R&D.
Apollo — designed for warehouse and logistics work.
Gemini Robotics 2 — the Android of robotics. Powers whole-body humanoid control.
Toyota-backed full-stack Physical AI. Deployed at Toyota factory.
4NE-1 — cognitive robotics from Germany.
Neo — $20K consumer humanoid. OpenAI-backed.
Walker series. China humanoid leader.
Industrial humanoids from Shenzhen. IPO-bound 2026.
World's largest EV maker. August 2026 humanoid unveil.
UK's first robotics unicorn.
Microduck — $399 open-source biped.
Robots can be made to misbehave by things they see, with no visible failure. The research behind that claim is real and published; the proposed fix is a product from the company that wrote the article.
Agility unveiled Digit 5 on September 15 with no safety cage: sensors spot people, the robot stops, and if they keep approaching it kneels and shuts off. More than $300 million in orders back the bet.
The fake video showed a robot parade on scooters. The real one is 3,000 six-wheeled robots crossing streets twice per second, 10 million deliveries deep. The future almost being here is exactly the point — it just doesn't look like iRobot yet.
The founder of the world's cheapest humanoid maker personally approves expenses over $15 and posts in work chats at 3am. Employees describe the cost of that discipline; the company disputes the portrait.
The world's first plant purpose-built for five-figure humanoid output is live in Liuzhou. Walker S robots come off a flexible line every ten minutes, fed by wheeled Cruzr manipulators — robots building robots at automotive scale.
Beijing's data bureau told industry it will 'timely advance' embodied-AI data standards — plumbing, not podiums, in the race to make robots useful.
A listed US robotics company is demoing a humanoid and an autonomous transport working as one fleet at IMTS 2026 — coordination is the pitch, not the robots.
Recurring revenue, narrowing losses, real innovation: the bar for a humanoid IPO just got higher in China. The trigger was not a failing company — it was the sector's strongest one.
A dashboard robot with a smiling OLED face that leaves voice notes at physical locations — Timo launches on Kickstarter today. It is either charming or deeply strange, and the campaign will find out which.
Marc Theermann says most robots are 'deaf and mute.' His new company, backed by Marc Raibert, wants to give Spot and Atlas a stage persona — starting with theme parks, cruise ships and casinos.
Tens of thousands of Indian workers film their own jobs for roughly $2.62 an hour so humanoid robots can learn to move like people. The practice is load-bearing for the entire humanoid economy — and the ethics haven't caught up.
The first humanoid maker to open its books: Agility's S-4 shows $1.8M revenue, a $140M loss, Digit rentals at $8,500 a month, and a growth curve that ends 1,400 times higher than today.