Blog
Notes on capture, operators, and ground truth.
Announcing Zirconoid
The talent engine for operator data. Why the bottleneck on frontier data is access to real operators and the sites they work in, and what we are building to fix it.
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Why egocentric capture is the hardest data to fake
First-person video of real work carries information no synthetic pipeline reproduces. Notes from running capture on factory floors.
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How we recruit operators by the hour
Staffing capture scenarios is a recruiting problem before it is a data problem. How we source sites and operators, vet them, and pay the people who produce ground truth.
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Structuring expert reasoning for agent and RL training
What it takes to turn an oncologist's working knowledge into trajectories a lab can train and evaluate against.
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