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Silicon Valley pushes humanoid robots into real work

From Nvidia’s humanoid robot blueprint for academic researchers to OpenAI’s renewed robotics hiring, Meta’s acquisition of Assured Robot Intelligence, and Tesla’s forecast for Optimus sales, Silicon Valley is racing to turn “physical AI” into operations. Ventu

By the time the weekend ended, Silicon Valley’s AI pitch had shifted again—from getting machines to talk to building machines that can act.

At Nvidia’s GTC Taipei, the company announced a standard humanoid robot blueprint for academic researchers, with an expected availability in late 2026. The details signal a clear goal: make it easier to design and test humanoids at scale, without every lab starting from scratch.

On Sunday, Sam Altman framed the move in blunt terms. “In the short term. we are focused on robots to support skilled workers to build our future infrastructure; in the long term. we imagine everyone having a personal robot doing anything they need. ” Altman wrote on X. calling robotics the company’s next frontier.

The tone across the industry is getting more physical. “Physical AI” has become the buzzword in the Valley—popularized by Nvidia CEO Jensen Huang to describe AI systems that can act in the physical world.

That shift is also playing out in the money and in the demos. where humanoids are no longer just impressive videos. Figure AI, one of the best-known robotics startups in Silicon Valley, has been trying to move from spectacle to operations. The company. most recently valued at $39 billion. had its humanoids tag-team a week of package sorting that drew millions of viewers in May. Weeks later. Figure AI signed a commercial agreement with Catalyst Brands. the parent company of JCPenney. Aéropostale. and Brooks Brothers. to deploy humanoids in its distribution and logistics network.

Venture capital has followed the same trajectory—toward robots that can do more than perform for cameras. Investment in global robotics and physical AI has grown from around $4 billion in 2019 to $26 billion in 2025, according to PitchBook data. So far this year, companies in the space have raised more than $23 billion.

humanoid robotics physical AI Nvidia Sam Altman Figure AI Catalyst Brands JCPenney Aéropostale Brooks Brothers venture capital robotics investment OpenAI Meta Assured Robot Intelligence Tesla Optimus Boston Dynamics Atlas Agility Robotics Digit Unitree

4 Comments

  1. I swear they keep saying “physical AI” like it’s magic. If it can sort packages then why am I still waiting on mine? 🤷‍♀️

  2. Altman says robots for infrastructure… so like road repair robots? Or is it just another way to replace skilled workers which is what the whole thing is about. Also Tesla Optimus already been “coming soon” forever so I’m skeptical.

  3. I saw that Figure AI video and I didn’t even realize it was real, thought it was like marketing stunt again. But now they’re doing logistics for JCPenney and stuff and I’m just like… who’s maintaining these humanoids? You know they’ll break and then the humans get blamed. Also late 2026 blueprint sounds like they’re gonna take my job before I even retire.

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