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Data collection Speech delivered at scale. Video, image and text collected to spec. Data annotation Transcription, alignment and labels, any data type. Request data Name the failure. We collect it, transcribe it and license the set. Record & earn Contribute your own recordings and get paid for accepted clips.
Physical Intelligence
EgocentricFirst-person video of real people doing real tasks. DepthRGB-D, stereo and LiDAR capture for 3D scenes. TeleoperationHuman-guided robot demonstrations, one episode at a time. UMI GripperIn-the-wild wrist-gripper demos for grasp generalization. Hand PosePrecise hand and finger tracking for manipulation tasks. TactileTouch and force-sensor data paired with video. Bring Your Own RigUse your own capture hardware with our contributor network. Video AnnotationFrame-level labels for physical-world footage.
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Author: Kshitij@Perit

17 posts
All posts55 Artificial Intelligence21 Research10 Tech Update8 Uncategorized5 Physical Intelligence3 Robotics3 Featured3 Guides2
Artificial Intelligence

Engineering Quality in AI Data: Combining Human Expertise with Automated QA

Where Does Quality Break Down in AI Data? AI models depend heavily on the quality of the data…

Sep 26, 2026 · 9 min read
Physical Intelligence

From Human Demonstrations to Self-Improving Robots: The Data Behind Physical AI

How Robots Learn from Data Many robot skills start as a set of recordings, and one of the…

Sep 24, 2026 · 12 min read
Physical Intelligence

Training Data for Humanoid Robots: What Physical AI Needs to Learn From the Real World

Why Humanoid Robots Need a Different Kind of Training Data Humanoid robots are learning to work in environments…

Sep 22, 2026 · 11 min read
Tech Update

Turning Real Conversations Into AI Training Data

How structured human conversation gets collected, transcribed and graded into a dataset a model can actually learn from.

Sep 16, 2026 · 2 min read
Tech Update

Turning Real Medical Conversations into AI Training Data

The Data Hiding in Every Doctor’s Visit There’s a version of every doctor’s visit that never makes it…

Sep 15, 2026 · 11 min read
Tech Update

How Fine-Tuned Open Models Are Quietly Beating the Generalists at Their Own Game

There is an old saying that “jack of all trades, master of none, yet oftentimes better than a…

Sep 7, 2026 · 6 min read
Tech Update

Meta’s New AI Doesn’t Just Transcribe:It Actually Listens

There’s a moment in almost every recorded conversation where the transcript falls apart,someone talks over someone else, a…

Sep 6, 2026 · 5 min read

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