Research
Notes from the lab.
What we are learning about environments, verifiers, and training agents against real work. Research notes and lineages — no product announcements.
The Iacon thesis
RESEARCH · AUG 4, 2026
The environment gap
RESEARCH · JUL 21, 2026
Every object has a contract
BLOG · JUN 30, 2026
Work with us
Bring an agent and a goal.
We are taking a small number of design partners. The bar is a real workload, not a logo. Everything runs on your hardware, and you keep the machine.