kapynOpen Source

Open-source "BootLoops" harness supports AI models in performing precise scientific calculations

BootLoops is an open‑source harness that lets Claude generate scientific papers across diverse fields. In three months, Harvard physicist Matthew Schwartz produced 36 manuscripts, but many required expert review to become publishable. The tool demonstrates AI’s potential for rapid draft generation, yet highlights the need for human oversight in scientific work.

The Decoder·Oct 3, 2026

Opening Kapyn…