Collaborate / Open-Robust Lab

Bring a
hard question.

We are a small independent lab. The most useful thing you can send us is a concrete problem, a reproduction attempt, or a result that disagrees with ours.

01

Research conversations

Open questions in multimodal understanding, evaluation, and creative AI. No formal arrangement needed—start with the problem.

02

Joint projects

Shared work that produces open code, artifacts, and documented results. We prefer projects that can be released publicly.

03

Reproduction and critique

Attempts to reproduce our results, and reports of where they fail. Negative results are useful and we will publish them.

Where to reach us

Start in the open.

Email works, but a public issue is usually better—it leaves a record others can learn from.

No positions are open at the moment. This page will list them when that changes.