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1/ Better robot models come from better data.
That takes two things: hardware that captures it fully, and tooling that turns it into training signal.
We built the first. Today, @GroundedSI launches the second: Grounded API. Access both hardware + API ↓
That takes two things: hardware that captures it fully, and tooling that turns it into training signal.
We built the first. Today, @GroundedSI launches the second: Grounded API. Access both hardware + API ↓
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BitRobot 🦾 retweeted
We’re excited to announce our collaboration with @BitRobotNetwork, an open robotics network bringing together contributors, data, and infrastructure for Physical AI.
ZenO is launching SN/05 on BitRobot, connecting real-world Physical AI data collected through the ZenO iPhone ader robotics ecosystem.
Through this collaboration, approved data contributions from ZenO can become part of a broader robotics data network, while opening up additional rewards for contributors.
More details below ↓
ZenO is launching SN/05 on BitRobot, connecting real-world Physical AI data collected through the ZenO iPhone ader robotics ecosystem.
Through this collaboration, approved data contributions from ZenO can become part of a broader robotics data network, while opening up additional rewards for contributors.
More details below ↓
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1/ SN/05 is live on BitRobot, built with @ZenO4AI.
We’re scaling egocentric data with ZenO: first-person iPhone demos of real-world tasks, captured with ARKit spatial tracking and structured for robot learning.
Want to help grow our open robotics network? ↓
We’re scaling egocentric data with ZenO: first-person iPhone demos of real-world tasks, captured with ARKit spatial tracking and structured for robot learning.
Want to help grow our open robotics network? ↓
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We’re excited to announce our collaboration with @BitRobotNetwork, an open robotics network bringing together contributors, data, and infrastructure for Physical AI.
ZenO is launching SN/05 on BitRobot, connecting real-world Physical AI data collected through the ZenO iPhone ader robotics ecosystem.
Through this collaboration, approved data contributions from ZenO can become part of a broader robotics data network, while opening up additional rewards for contributors.
More details below ↓
ZenO is launching SN/05 on BitRobot, connecting real-world Physical AI data collected through the ZenO iPhone ader robotics ecosystem.
Through this collaboration, approved data contributions from ZenO can become part of a broader robotics data network, while opening up additional rewards for contributors.
More details below ↓
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@BitRobotNetwork @ZenO4AI The gear isn't available in my region, any other option?
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5/ Each recording pairs first-person video with iPhone's ARKit spatial tracking, capturing the camera’s position and orientation in 3D, frame by frame.
The video shows hand motions and objects, and the depth information anchors them in real space. Both are key signals for world policies.
The video shows hand motions and objects, and the depth information anchors them in real space. Both are key signals for world policies.
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6/ Every task you record helps build the open robotics lab. Earn Bolts, level up your Lab Access ID, and advance robot learning.
Record: app.zen-o.xyz/data/bitrobot
iOS App Store Download: apps.apple.com/us/app/zeno-da…
Track Bolts: app.bitrobot.ai
Record: app.zen-o.xyz/data/bitrobot
iOS App Store Download: apps.apple.com/us/app/zeno-da…
Track Bolts: app.bitrobot.ai
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Congrats to the Princeton team on their #CoRL2026 acceptance, tested zero-shot on the @frodobots Earth Rover!
Action Self-Distillation (ASD) lets a VLM teach itself language-conditioned navigation from robot trajectories alone and no human labels.
It hit 84% success indoors and 95% outdoors across 13 real-world tasks.
Action Self-Distillation (ASD) lets a VLM teach itself language-conditioned navigation from robot trajectories alone and no human labels.
It hit 84% success indoors and 95% outdoors across 13 real-world tasks.
Can robots learn to reason and act with NO human-annotated language or reasoning labels?
Introducing Action Self-Distillation (ASD), one model that teaches itself language goal-conditioned reasoning and navigation directly from robot demonstrations. #CoRL 2026🤖
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Read the full paper: arxiv.org/abs/2610.17593
See the demos: asd-nav.github.io
Catch the team at @corl_conf 2026, and get the Earth Rover to build on this research yourself: bitrobot.ai/shop
See the demos: asd-nav.github.io
Catch the team at @corl_conf 2026, and get the Earth Rover to build on this research yourself: bitrobot.ai/shop
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Can robots learn to reason and act with NO human-annotated language or reasoning labels?
Introducing Action Self-Distillation (ASD), one model that teaches itself language goal-conditioned reasoning and navigation directly from robot demonstrations. #CoRL 2026🤖
Introducing Action Self-Distillation (ASD), one model that teaches itself language goal-conditioned reasoning and navigation directly from robot demonstrations. #CoRL 2026🤖
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@BowenFengbf Incredible breakthrough for self-driving! Excited to see this research at CoRL 2026. Congrats 🦾
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We find that a VLM can teach itself to understand language goals, reason about them, and command robot actions -- we call this Action Self-Distillation!
ASD can perform language navigation by outperforming any VLA trained on hand-annotated data.
asd-nav.github.io
ASD can perform language navigation by outperforming any VLA trained on hand-annotated data.
asd-nav.github.io
Can robots learn to reason and act with NO human-annotated language or reasoning labels?
Introducing Action Self-Distillation (ASD), one model that teaches itself language goal-conditioned reasoning and navigation directly from robot demonstrations. #CoRL 2026🤖
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@shahdhruv_ @frodobots Earth Rover spotted in the wild! Congrats to this awesome body of research, team!
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BitRobot 🦾 retweeted
Sooo cool to still see folks pushing navigation research! Equally awesome to see our Earth Rovers being used in this research! Congrats @BowenFengbf @shahdhruv_ & team!
We find that a VLM can teach itself to understand language goals, reason about them, and command robot actions -- we call this Action Self-Distillation!
ASD can perform language navigation by outperforming any VLA trained on hand-annotated data.
asd-nav.github.io
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Another subnet is coming online to the BitRobot Network tomorrow.
Have you set up your Lab Access ID to earn Bolts?
Here's a sneak peak of the gear you will need to position yourself for dual rewards again.
Have you set up your Lab Access ID to earn Bolts?
Here's a sneak peak of the gear you will need to position yourself for dual rewards again.
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Shop gear: link.amazon/B06zlsYHT
Set up your Lab Access ID and get started with Bolts: app.bitrobot.ai
Set up your Lab Access ID and get started with Bolts: app.bitrobot.ai
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BitRobot 🦾 retweeted
💎 Thanks to @BitRobotNetwork for being a Diamond Sponsor of #CoRL2026! 🤖
📊 Scaling robot learning starts with better real-world data
🧢 Their RoboCap wearable enables scalable egocentric data collection, with synced head + hand tracking x.com/BitRobotNetwor…
📊 Scaling robot learning starts with better real-world data
🧢 Their RoboCap wearable enables scalable egocentric data collection, with synced head + hand tracking x.com/BitRobotNetwor…
1/ Better robot models come from better data.
That takes two things: hardware that captures it fully, and tooling that turns it into training signal.
We built the first. Today, @GroundedSI launches the second: Grounded API. Access both hardware + API ↓
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💎 Thanks to @BitRobotNetwork for being a Diamond Sponsor of #CoRL2026! 🤖
📊 Scaling robot learning starts with better real-world data
🧢 Their RoboCap wearable enables scalable egocentric data collection, with synced head + hand tracking x.com/BitRobotNetwor…
📊 Scaling robot learning starts with better real-world data
🧢 Their RoboCap wearable enables scalable egocentric data collection, with synced head + hand tracking x.com/BitRobotNetwor…
1/ Better robot models come from better data.
That takes two things: hardware that captures it fully, and tooling that turns it into training signal.
We built the first. Today, @GroundedSI launches the second: Grounded API. Access both hardware + API ↓
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BitRobot 🦾 retweeted
Special Shoutout to our friends in @anvil_robotics @AGIBOTofficial @MeckaAI @xdofai @robocurve @cortexairobot @makermodsai @GenrobotAI @eastworlds_io @BitRobotNetwork @ScaleAILabs @LeRobotHF @huggingface @roborobots @ROBOTIS for helping us with our early beta testing across Asia, Europe, and the Americas Europe and America 🌍.
A truly global stress test of Dream-1 before our launch!
A truly global stress test of Dream-1 before our launch!
@robocurve Anywhere you have an internet connection, you can prompt Dream-1 to control your robot.
Here are rollouts from beta testers from 8 countries, and from our office in SF.
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