Nature Covers Our Research

In a recent study, we demonstrated how beginner-heavy teams produce disruptive and innovative work—a result that is robust across five decades and 140+ academic disciplines. The work is still under review. Today, Nature published a news article covering the insights. Thanks to them for the nice shoutout!

Paper: “Beginner’s Charm: Beginner-Heavy Teams Are Associated With High Scientific Disruption.” https://arxiv.org/pdf/2509.10389

Nature's coverage: https://www.nature.com/articles/d41586-025-03117-1

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New Preprint: Beginner’s Charm: Beginner-Heavy Teams Are Associated With High Scientific Disruption