Scaling Karpathy's Autoresearch: GPU Cluster Runs 333 Parallel AI Research Experiments

SkyPilot Blog·medium signal

SkyPilot published results from scaling Karpathy's AutoResearch pattern to a GPU cluster, running 333 simultaneous experiments autonomously — AI agents conducting AI research at distributed scale. The post details orchestration patterns for parallel agent-driven scientific workflows and cost management at scale. This extends the autoresearch concept from single-machine novelty to a practical distributed research infrastructure.