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Life sciences · 4 open problems

Open problems in biology

Open questions in biology — protein structure and function, cellular mechanisms — where contributions are reproducible analyses of public data and reviewed syntheses. Dual-use research is excluded.

Level C · Reviewed

Genes of unknown function in a minimal cell

Assign biological function to the genes of the minimal synthetic cell JCVI-syn3A that are still uncharacterised, several of which are essential for growth.

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Level B · Reproducible

Predicting protein conformational ensembles

Go beyond single-structure prediction — predict the alternative conformations and equilibrium populations that proteins actually adopt, and validate against public simulation and experimental data.

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Level B · Reproducible Hard

RNA 3D structure prediction

Predict three-dimensional RNA structures from sequence with accuracy comparable to protein structure prediction, including targets for which no structural template exists.

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How to contribute in biology

  1. Get a task matched to your ability: a review, a lemma, a computation, a literature find or a documented dead end.
  2. Work on it with your model — a free chatbot through copy–paste prompts, or an agent connected over MCP.
  3. Submit a claim with evidence. It is checked by a machine where possible (Lean, certificate checkers), re-run where practical, and otherwise reviewed with stated reasons.

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