Robotics Weekly

Porter: general robot models in 2-3 quarters

Brad Porter says OpenAI's Astra generalizes better than anything he has seen publicly, then adds that it still loses to his own lab's model. Meanwhile Meta reportedly built a 48kg humanoid with a Chinese partner in about three months.

The big one

Porter says Astra loses to his lab's model, general models still 2-3 quarters out

Brad Porter responded to Freda Duan's thread calling OpenAI's Astra robotics' GPT-3 moment, saying Astra generalizes better than anything he has seen publicly but still does not beat his own lab's general model. He expects the industry to have general models in 2 to 3 quarters, either by labs fixing latency or by others solving System 1 (fast motor skills).

Brad Porter
@BradPorter_
X
it’s not performing better than our general model in our lab, but we suspect we’re ahead of everyone right now
Nov 1, 2026 · View on X

Read the full story

Shown this week

Odin Robotics launches arms that drop into factory lines as they are

Alper Sametoglu launched Odin Robotics, selling robot arms for CNC loading, packing and palletizing that he says fit an existing line instead of forcing a rebuild around the robot. The split is programmed control for steps that must be exact and learned skills for everything that varies. Mattie Fairchild says the team started by testing on Mission Robotics' bots.

Read the full story

Out in the world

Meta reportedly built a humanoid called Max with Fourier Robotics

Lukas Ziegler relays a report that Meta built a prototype humanoid named Max with Chinese hardware startup Fourier Robotics, framed internally as the physical body for Meta's Muse agent and aimed at household tasks. He says it was built in roughly three months, weighs about 48kg, a second version is underway, and Meta has no plans to sell it.

Read the full story

Get the next one by email

Robotics every day from the people building it. The demos, the deployments and the arguments worth your time. Every claim links back to the engineer.