Human Company
Humans will define the work that creates artificial intelligence.
Progress in AI will come from encoding real work into environments where agents can learn. As models scale, humans remain responsible for defining the tasks, constraints, and ground truth that turn intelligence into economic reality.
This drives our two areas of focus.
01
Environments
High-fidelity simulations of real production work, where agents take action against verifiable ground truth.
02
Curricula
Long-horizon tasks within the environments, drawn from real economic activity that grade the process, not just the outcome.
We work with AI labs and enterprises to improve frontier models. If you're interested in our data, .