Join domain tracks where your field's standards become the reference point for advanced systems.
Calibrate and test unreleased models from the industry’s top AI labs
Co-author research papers and long-form reports with Scale’s ML teams
Join Fellowship-curated events, roundtables, symposia, and peer circles
Invitation to Domain Advisory roles with AI labs
HFC connects domain experts to real research, paid collaborations, and model access to surface new discoveries. We are building something lasting: an institute where the world's sharpest minds shape how AI understands their fields.