Physical AI Data Infrastructure Archives

10 Aug 26

Data Annotation for Robotics

Aman Jain
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From raw sensor feed to training-ready dataset this post explains how data annotation works in robotics, why it's the most overlooked step in building physical AI.

03 Aug 26

Robot Arm Training Data: How It Boosts Success Rate

Aman Jain
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This is exactly the gap Nferent AI helps close turning raw, real-world physical interactions into structured, multi-modal training data that gives robot arms.

27 Jul 26

Multi Modal Data for AI Robots

Aman Jain
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Multi-modal data refers to the training dataset itself, while multi-modal AI refers to the model trained on that data. You cannot have reliable multi-modal AI without high-quality, well-synchronized multi-modal data behind it.

22 Jul 26

Humanoid Robot Training Data

Aman Jain
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That's the problem Nferent AI is built to solve: not just building smarter robots, but building the data that makes them truly capable.