Rolling intake · merit only

Stop waiting your turn.

No GPA. No fees. If you can reason from first principles and ship, you're in.

01 · Compute

Free cluster access

Training and experimentation on frontier hardware.

02 · Peer review

Serious feedback

From researchers who read your code, not your resume.

03 · Publication

Co-authorship pipelines

Preprints that survive scrutiny, with your name on them.

04 · Mentorship

Direct guidance

Engineers and research leads, 15+ mentors strong.

Introduce yourself.
Share prior work.

Rolling intake · $0, forever

Apply via Discord