Excited to share our $25M Series A led by @ForerunnerVC and @Lux_Capital!
More investors and stakeholders are energized by our mission to tackle America's retirement crisis and make everyday Americans owners of the economy they're building.
Excited to share our $25M Series A led by @ForerunnerVC and @Lux_Capital!
More investors and stakeholders are energized by our mission to tackle America's retirement crisis and make everyday Americans owners of the economy they're building.
Robots don’t need to look like us. They need to adapt, learn & act — across any form.
That takes:
🧠 Cross-embodiment learning
🖐️ Teleop data
🧭 VLA models
🏗️ Real deployment
At @Lux_Capital, we mapped the robotics stack: from data to robot software to training infra.
Published something I’ve been obsessing over here at @Lux_Capital.
The robotics boom is real. But the stack is broken. Robots shouldn’t mimic humans, but outperform them. 3CPO<R2D2.
Morphology-agnostic intelligence is the key.
luxcapital.com/news/the-age-o…
"This is the humanoid fallacy....Airplanes don’t flap their wings like birds....Productivity doesn't demand mimicry...In robotics, imitating human form isn’t always a prerequisite, and can often become a limitation..."
Great ideas & writing:
Lux has always hired some of the best people. Here’s research on robotics done by Lux Graduate Associate Ghazwa Khalatbari: @ghazwator
The Age of Embodied Intelligence: Why The Future of Robotics Is Morphology-Agnostic
luxcapital.com/news/the-age-o…
We just published our latest at @Lux_Capital:
The Age of Embodied Intelligence: Why the Future of Robotics Is Morphology-Agnostic
featuring research and insights from our brilliant graduate associate @ghazwator
🧵🤖 1/9
luxcapital.com/news/the-age-o…
2/9
Everyone’s racing to build humanoids and embodied agents, but few have mapped how it all fits together. So we did.
Inspired by π's (@physical_int) cross-embodiment thesis, we lay out why we think the next robotics giants won’t necessarily walk like us—they’ll out-adapt us.
3/9
We call it the humanoid fallacy: the assumption that because our world is human-shaped, our robots should be too.
But airplanes don’t flap their wings.
Robot vacuums don’t walk on two legs.
R2-D2 > C-3PO.
In robotics, utility > mimicry.
4/9
Brains are getting cheaper. Bodies are not.
The real unlock?
🧠 Cross-embodiment generalization
Systems that learn across forms, reason in the wild, and act beyond their design.
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