Harvard (Marinka Zitnik Lab) · Agent Orchestration

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Decentralized (no-orchestrator) multi-agent system for long-running computational science that alternates discussion (forming teams around hypotheses) with parallel execution. Hits 74.4% mean leaderboard percentile on BioML-Bench (24 tasks across imaging, protein engineering, single-cell omics, drug discovery) — +8.33% over the strongest prior biomedical agent.