Field dataJun 7, 20267 min read
Ground truth: why AI labs pay for real-world data
Store shelves, street signs, spoken dialects. The datasets AI needs most can only be collected by people on the ground.
The datasets modern AI needs most cannot be scraped. Store shelves, street signs, and spoken dialects have to be collected by people standing in the real world.
Why labs pay for boots on the ground
Frontier models are hungry for fresh, localised, physically-grounded data. A photo of an actual shelf in an actual city is worth more than a thousand synthetic ones — and only a human can take it.
Turning errands into datasets
Quest routes structured collection tasks to Heroes with clear capture instructions, so the output arrives labelled, consistent, and ready to train on.
