How archive owners license video, audio and text to AI companies, keep ownership, and what factors drive the price of a deal.
ReadHow to set up a small data collection pilot and the quality, metadata and consent checks to run before scaling up.
ReadHow RLDS and LeRobotDataset structure robot learning data, how they differ, and what to specify so your data loads on day one.
ReadResearch shows AI models underperform outside the regions their data comes from. Here is why, and what kind of regional data closes the gap.
ReadWhat GDPR, CCPA/CPRA and Indonesia's UU PDP expect from consent, and the questions to ask any AI training data vendor.
ReadHow to decide between existing AI training datasets and custom data collection, the hidden costs of each, and when a hybrid approach wins.
ReadWhat to put in an AI data collection spec, from task definition to acceptance criteria, plus a copyable template.
ReadWhat first-person egocentric video is, how robotics and AI teams use it, where public datasets stop, and what makes it training-grade.
ReadHave a data question we didn't cover?
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