Open Roles
Member of Technical Staff, Unconventional Talent
Art / Film / Physics / Philosophy / Math + CS/AIFull-timeSan Francisco
Interdisciplinary thinkers who combine domain expertise in art, film, physics, philosophy, or mathematics with a strong foundation in CS or AI. The hardest part of building a reward signal for video is knowing what correct looks like, and why.
Member of Technical Staff
Ex-founder or ResearcherFull-timeSan Francisco
Build verifiable reward models, expert-calibrated reward systems, and RL training environments for visual AI. Deep experience in multimodal ML, video understanding, or reinforcement learning. We are excited to work with you.
Member of Technical Staff, Intern
Multimodal Agentic RL · General / Robotics tracksResearch InternshipSan Francisco
Two research internships across two tracks: a General Track spanning video understanding, generation, and gaming, and a Robotics Track for agentic world modeling and verification. You will ship real research, not run experiments in a sandbox.
Artist in Residence
Film / Anime / Games / AudioResidency · 1–2 monthsRemoteCall for Proposals
Spend a one-to-two-month remote residency making one finished piece with AI as a genuine collaborator. We provide the compute, the tooling, and a team to build alongside you. You keep creative authorship of the work.
How We Work

What to expect

Small team, high ownership. We are a small team where everyone works on the hardest problems directly. There are no layers between you and the work that matters. You will have more responsibility and more impact than at any larger organization.

Research with production urgency. We publish and we ship. Our work advances the field and serves real partners at frontier labs. If you want to do research that matters immediately, not in two years, this is the place.

First-principles thinking. The verification problem for visual AI does not have established solutions. We start from the structure of the problem, not from what existing pipelines can be adapted. This requires intellectual honesty and comfort with ambiguity.