What happened: 36Kr reports that RJ Scaringe, founder of Rivian, started an industrial-focused robotics company called Mind Robotics in 2025 and that it recently raised a $500 million Series A round, following a reported $115 million seed round in late 2025.

Why it matters: The story is a reminder that “embodied intelligence” only becomes real when it is forced through manufacturing constraints, where wire harnesses bend, parts shift, and the edge cases are the job, not a rounding error in a demo.

Wider context: The piece argues that factories have a different operating design domain than homes and suggests that humanoid robots add unnecessary complexity for industrial deployment, while hands, perception, and fine control are the true bottlenecks.

Background: 36Kr frames the company as emerging from production ramp pain points (comparing Rivian’s ramp to Tesla’s Model 3 era) and says Mind Robotics aims to build a full platform combining real-world data, hardware robustness, and deployment infrastructure.

Mind Robotics, Founded by Rivan's Founder, Raises $500M Aiming at Physical AGI — 36Kr

Droid Brief Take: Nothing scares the humanoid hype machine like a factory manager asking, “Cool, but can it handle a floppy wire harness, all day, without an engineer babysitting it?” This is the kind of anti-glamour filter robotics desperately needs.

Key Takeaways:

• Big early raise: The article says Mind Robotics raised $500 million in Series A, co-led by Accel and Andreessen Horowitz, and previously raised a reported $115 million seed round, reaching an approximately $2 billion valuation.
• Hands over cosplay: RJ Scaringe is quoted as emphasizing hands as crucial for industrial manufacturing, describing end-effectors needing perception models and fine adjustment along axes, with broader system work focused on positioning and control.
• Factory edge cases: The piece highlights variability like wire harness shapes and shifting components, arguing that in factories these are normal conditions that traditional industrial robots and rigid assumptions struggle with.
• Humanoids not required: 36Kr reports Scaringe’s view that factory environments should minimize complexity, failure modes, and power use, making humanoid form factors unnecessary compared with purpose-built systems for the industrial ODD.