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Quan Vuong

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@QuanVng

robotics research and co-founder at @Physical_int, ex-@GoogleDeepMind

Perpetually trying to find a quiet place to read.
292 Following 4K Followers 554 Posts

Latest posts 5

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Quan Vuong Verified account @QuanVng
And we're hiring!

Apply on our website or DM me with questions
Physical Intelligence Verified account @physical_int Apr 22, 2025
We got a robot to clean up homes that were never seen in its training data! Our new model, π-0.5, aims to tackle open-world generalization.

We took our robot into homes that were not in the training data and asked it to clean kitchens and bedrooms. More below⤵️
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7 replies 7 reposts 196 likes 25K views View on X
Quan Vuong Verified account @QuanVng
Hello world.

Tell us what to build next!
Physical Intelligence Verified account @physical_int Oct 13
Announcing the beta release of the Pi API. We’ve partnered with companies across diverse industries to adapt our models to their robots and applications, from harvesting strawberries to assembling servers. Now we’re opening access to more teams.
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10 replies 7 reposts 105 likes 6.4K views View on X
Quan Vuong Verified account @QuanVng
Congrats to @Ultraroboticsco on the raise! 🚀
Ultra and Pi have been working together to bring our models into real warehouses. We've gone from training ~1 policy per week to 8+, and improved autonomous performance from ~60% to ~95%.
Really cool to see how quickly things can improve when you're iterating on models with real-world robot data.
Ultra Verified account @Ultraroboticsco Oct 9
Robotics has a distribution problem. Today, Ultra is announcing $62M in funding to solve it, including a $50M Series A led by @hiFramework.

We believe that deployment is the bottleneck in robotics.

It’s relatively easy to make a robot look impressive in a controlled environment. It’s much harder to put a robot into the open world, make it useful, keep it running, earn the trust of the people working alongside it, and do that over and over and over again.

So that’s what we’re focusing on.
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3 replies 12 reposts 48 likes 3.2K views View on X
Quan Vuong Verified account @QuanVng
❤️
Y Combinator Verified account @ycombinator Apr 16
Physical Intelligence (@physical_int) is building a foundation model that can control any robot to do any task — what the team describes as the GPT moment for robotics. The company's cross-embodiment approach trains across many different robot platforms, and recent results show tasks being performed zero-shot that last year required hundreds of hours of data collection.

In this episode of the @LightconePod , co-founder Quan Vuong (@QuanVng) sat down with @garrytan, @snowmaker, @sdianahu, and @harjtaggar to talk about why robotics is finally ready for its scaling moment, how PI runs its models in the cloud rather than on-device, and the playbook for what Quan sees as a Cambrian explosion of vertical robotics companies.

00:00 — Robotics just got cheaper
00:41 — The GPT moment for robotics
02:24 — Why robots didn’t work before
05:30 — The breakthrough that changed everything
09:12 — The data problem
13:33 — Robots learning without data
15:05 — Robots folding laundry (for real)
22:18 — From engineering problem → ops problem
29:12 — The startup playbook
38:46 — Thousands of robotics startups are coming
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