SuanNi

Jun 2, 2026 · Artificial Intelligence

Harvard’s AutoScientists Lets AI Agents Self‑Organize Research Teams and Outperform Traditional AI Agents

AutoScientists, a Harvard‑built system where nine AI agents self‑organize via a shared state without a central commander, achieves a 74.4% average rank on BioML‑Bench, runs GPT training experiments 1.9× faster, and improves ProteinGym fitness prediction by 12.5%, while ablation studies reveal the critical role of each of its four core mechanisms.