AI agent swarm beats SoTA on Karpathy's NanoChat benchmark in 3 days, 15k+ entries

zsakib_ · x · 2026-09-16

A team claims a swarm of AI agents crushed SoTA on Karpathy's NanoChat benchmark in just 3 days. They built their own harness on top of a graph database to run auto-autoresearch, with each iteration learning from past mistakes to improve. The agents wrote over 15,000 entries, and the whole run appears to fit on a single GPU pod.

Related event: rekursiv's Agent Swarm Breaks NanoChat SoTA in 3 Days, Open-Sources Research Tracking Tools(5 posts)→

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