The part everyone should sit with: robotics data has to be created one physical task, one operator, one failure at a time.
But every hour of it G1, UMI, YAM gets collected on flat ground. Hotel floors. Field rows. Towels on tables.
Nobody has teleop data for a robot on a vertical surface. Grip force. Slip recovery. Load transfer mid-climb. The moment it lets go.
You can't scrape it. Sim doesn't capture it. No fleet is pointed at it.
So we're building the thing that collects it.
TALON. Tracks for the surface, claws for what the tracks can't hold. Out of CAD and into parts.
@virtuals_io lab🦾
@RobinhoodApp
Been seeing a lot of questions about what Virtuals is doing in robotics and what it means for $VIRTUAL
(1) Building an agent tokenization infra. and ACP taught us something pretty simple: intelligence gets more valuable when you own the data, coordination, and economic rails around it ($$$ is a plus).
(2) Software AI got unbelievably lucky because the internet was basically sitting there as training data, while robotics has no equivalent and physical AI is only getting bigger.
(3) You can't scrape the internet for someone folding a towel with the exact joint movements, force, camera feed, and mistakes a robot needs to actually learn from.
(4) A lot of useful robotics data still has to be created one physical task, one operator, and one failure at a time.
(5) That made us realize the near-term cash cow in robotics isn't necessarily the robot itself, it's the data required to make millions of robots actually useful.
(6) Hence we built @eastworlds_io, became an official data and deployment partner of Unitree, and now operate Southeast Asia's largest Unitree fleet with 35 G1s and H2s, but what matters more is what we're actually doing with the robots.
(7) Our model is simple: deploy robots in the wild, collect what happens, and use that data to train autonomous policies for real commercial jobs.
(8) We currently have robots deployed from hotel cleaning to agriculture, with a much larger pipeline across hospitality, power, and energy.
(9) Every time a robot fails and a human takes over, that correction becomes exactly the edge-case data that is almost impossible to manufacture inside a lab.
(10) And the math is mathing: G1 teleoperation data sells for around $100 to $300 per hour, while UMI/YAM data sells for around $30 to $80 per hour.
(11) We're generating ~200 hours of teleoperation data a week, selling it to labs building on the G1, and training our own single-task policies on it for deployments we already run.
(12) We like the flywheel: Eastworlds can generate revenue from data today while building the dataset and autonomy stack that makes the entire network more valuable tomorrow.
(13) Our thesis is to build this economy vertically first, then progressively bring the capital, incentives, ownership, and payments around that economy back into $VIRTUAL.
(14) And it's important, since there is only $VIRTUAL
For a deeper dive into our progress, @Shoalresearch put together a great read below on Eastworlds, the robotics industry, and much of what we've been building toward.
Layer by layer, it’s finally coming to life. ⏳
The build is in its final stretch get ready🤖🚀
@virtuals_io
@RobinhoodApp
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talonrob retweeted
Layer by layer, it’s finally coming to life. ⏳
The build is in its final stretch get ready!!
@Talonrobx
@virtuals_io
@RobinhoodApp
talonrob retweeted
I know its been so we have showed up but trust me results will be worth the wait !
#talon #robotics #engineering #ai
talonrob retweeted
Late nights, endless iterations, and a whole lot of trial & error. Talon is brewing The designs,the R&D, the chaos it's all leading somewhere amazing. Stay tuned!
talonrob retweeted
This is TALON.
An inspection robot for the terrain wheels can't reach pipe racks, scaffolding, tank farms.
3 prototypes in. Now 2 more builders join me at the Virtuals lab and we go full-time on it.
The build starts next week. Follow along. 🦾
@virtuals_io
@RobinhoodApp
@Talonrobx
talonrob.xyz
talonrob retweeted
Grateful to @DonJohnsonSays and whole @virtuals_io ecosystem!!
Lfgggggg 🚀🚀🚀
talonrob retweeted
These are the trenches behind the bigger innovations of talonrob.xyz
talonrob retweeted
We've got a CLIMBER!
Congrats $TALON on your pooled launch!
US$2.2M currently - certified ~88X cook for pledgers.
talonrob retweeted
Excited to claim fee for $TALON launched by @virtuals_io community. Will keep on building 💪
talonrob retweeted
Knock knock!!
Any guesses what’s coming 😉😉
Get ready for the first alpha to be dropper out from the @virtuals_io robotics Lab at @ns
Keep your eyes on 👀talonrob.xyz
talonrob retweeted
Get ready for the first alpha to be dropper out from the @virtuals_io robotics Lab at @ns
Keep your eyes on 👀talonrob.xyz
talonrob retweeted
Design is locked. Now it has to survive reality. 🧗♂️
Printing the first grip mechanisms for the climbing bot this week. Time to find out what we got wrong.
@virtuals_io
@RobinhoodApp
#TalonRob #Robotics #BuildInPublic #Engineering















