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Mind School·Game·Honor-system

Foldit

The protein-folding puzzle — citizen scientists solving what supercomputers could not.

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Characterization

Foldit is a citizen-science game developed at the University of Washington by David Baker, Zoran Popović, Seth Cooper, and Adrien Treuille. Players manipulate three-dimensional protein structures using an intuitive toolkit — wiggle, shake, rubber bands, rebuild — and are scored by the Rosetta energy function, which measures the thermodynamic plausibility of each conformation. The game is, in essence, a translation of one of the hardest unsolved problems in computational biology into a spatial puzzle that human hands and eyes can address. In 2011, Foldit players solved the crystal structure of the Mason-Pfizer monkey virus (M-PMV) retroviral protease in three weeks — a problem that automated methods had failed to crack for a decade. It was the first scientific problem solved by gamers, and the resulting paper in Nature Structural & Molecular Biology listed the players as co-authors. Since then, Foldit players have designed novel proteins published in Nature, improved enzyme activity eighteen-fold in a study published in Nature Biotechnology, developed folding algorithms that rival those of professional scientists in work published in PNAS, and contributed over 20,000 candidate designs for COVID-19 antiviral proteins. David Baker, whose laboratory created both the Rosetta software and the game that made it playable, shared the 2024 Nobel Prize in Chemistry for computational protein design. The Academy hosts Foldit in the Mind School because its central exercise is spatial reasoning at the molecular scale: the player's intuition, harnessed by the game's mechanics, produces genuine scientific discovery.

Lineage

University of Washington (Center for Game Science, Baker Lab), 2008. Preceded by Rosetta@home distributed computing project. Published player co-authored papers in Nature Structural & Molecular Biology (M-PMV retroviral protease, 2011), Nature (de novo protein design, 2019), Nature Biotechnology (Diels-Alderase enzyme improvement, 2012), and PNAS (algorithm discovery, 2011). Participated in the CASP9 protein structure prediction competition. COVID-19 antiviral protein design initiative (2020), generating over 20,000 candidate designs. Education Mode adapted for classroom use. David Baker shared the 2024 Nobel Prize in Chemistry for computational protein design — the scientific lineage that Foldit made playable.

From the Library

All Library entries for Foldit

Quests

Three quests — one for each archetype. Choose the one that fits your way of taking up the discipline.

  • Design or attempt a novel folding strategy for a Foldit puzzle — a sequence of moves, a heuristic for identifying promising conformations, or a recipe script using the game's Lua scripting interface. Document the strategy (the logic, the tools used, the sequence of operations), the puzzle attempted (its identifier and protein target), and compare the result to automated methods or community benchmarks. Record what the attempt revealed about the relationship between human spatial intuition and computational optimisation.

    No attestations yetOpen →
  • The Adventurer

    A Structure Shaped

    Play Foldit through the tutorial sequence and complete at least three science puzzles. Attend to the interplay between the automated tools (wiggle, shake) and your own manual manipulation of the protein structure. Record your score relative to the community benchmark, the tools you relied on most, and one moment in which your spatial intuition outperformed the automated optimisers — a move you made by eye that the algorithms had not found.

    No attestations yetOpen →
  • Trace the scientific lineage of Foldit. Cite the M-PMV retroviral protease breakthrough of 2011 (Nature Structural & Molecular Biology), at least one other peer-reviewed publication with Foldit player co-authorship (Nature, Nature Biotechnology, or PNAS), and David Baker's 2024 Nobel Prize in Chemistry for computational protein design. Explain what it means for citizen scientists to co-author papers in Nature — what claim does that co-authorship make about the nature of scientific expertise, and what does the game's lineage from Rosetta@home to the Nobel reveal about the relationship between play and discovery?

    No attestations yetOpen →