001vsmlite
Small steps toward autonomy.
One parent organization helps a new one learn to work on its own. Responsibility grows with evidence.
Organizations that compile.
We build tools for autonomous organizations
and benchmarks to see what AI can really do.
An organization needs a purpose, roles, and rules for making decisions. We want those things to be clear enough to describe in code and run as a working system.
02 / Products
Meet the tools ↗001
002proofstate
Let the work speak.
An open benchmark platform for independent researchers. Compare AI systems through tasks, traces, and public results.
03 / Index
Open all 132 ↗VSM HARNESS INDEXTrack autonomy,
Track autonomy,
function by function.
Evidence-backed fingerprints with dated reviews and pinned GitHub refs.
| Harness | S1 | S2 | S3 | S3* | S4 | S5 |
|---|---|---|---|---|---|---|
| Headcount | A | A | A | C | A | A |
| Omnigent | A | A | A | A | — | — |
| LoopX | A | A | A(P) | A | — | P |
| OpenHarness (HKUDS) | A | A | A | A | — | — |
04 / Research
Beyond familiar patterns
ARCTIC
Small models. New reasoning tasks.
Explore visual puzzles that test rule discovery, state tracking, and planning
Then compare how small models solve them.