Smart Sea Tide

Apr 28, 2026 · Artificial Intelligence

How Autoresearch Achieves 5‑Minute Self‑Evolving AI Research Loops

Autoresearch, an open‑source 630‑line framework by Andrej Karpathy, lets an AI autonomously run 5‑minute training experiments, modify code, and iteratively improve a 0.8 B model by 19 % in eight hours, using the val_bpb metric and a minimal three‑file architecture.