Tool Building as a Path to "Superintelligence"

David Koplow, Tomer Galanti, Tomaso Poggio

The Diligent Learner framework suggests LLMs can achieve superintelligence via test-time search, provided a sufficient step-success probability ${\hat{I}}^3$. In this work, we design a benc…