Equal contribution. †Core contributors.
I co-led the automated research workflow behind SoL-Pi. Agents autonomously implement, test, and refine candidate mechanisms within each search loop; four mechanisms survived validation and form the released harness. Human contributions include research priors, workflow design and implementation, and refinement of the surviving code for release.
The technical blog describes the search process, held-out evaluation, and a coordinated search experiment with 20 workers.