What Is Robotic Manipulation? How Robots Learn to Interact with the Physical World
A robot arm reaches into a bin packed with a hundred mixed parts and pulls out...
Future in Hands
Resources
Egocentric Data Collection: Building High-Quality AI Datasets for Physical AI and Robotics
Every robot that folds laundry, picks a part off a conveyor belt, or walks through a...
What Is an AI World Model? A Complete Guide
Ask an AI chatbot what happens if you push a glass off a table, and it can describe...
What Is a VLA Model? How Vision-Language-Action Models Enable Physical AI
Anyone who has spent time around robotics or Physical AI in the last two years has...
Scale AI Competitors: Find the Right AI Data Partner for Model Training
Scale AI built its name as the go-to data partner for frontier labs, autonomous...
Prepare and Evaluate Long-horizon trajectory dataset for AI coding agents
Client overview
The client is a leading multinational...
Dataset Provision and Evaluation for AI Agent CUA Training
Client overview
Our client is a research group at a leading...
AR/VR Motion & Environment Interaction Dataset Collection
Client overview
The US client is implementing a project to...
Website Data Collection & AI Agent Output Evaluation
Client overview
A US-based AI client collecting realistic...