Spring Science Hubs

Each spring validates a scientific domain on sovereign hardware — consumer GPUs, no institutional access, no proprietary software. These pages tell each spring’s science story: what was reproduced, what was discovered, and what it proved about the infrastructure.

All 8 spring hubs are documented here. See also the Spring Catalog for registry-level metrics and the content guide for how to contribute.