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Architecture

Next-Generation AlphaFold

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First page
Next-Generation AlphaFold
The curator’s take

DeepMind previews the next AlphaFold with dramatically expanded scope of biomolecular complexes.

Key points
01

Multi-entity complexes: Jointly predicts structure of complexes including proteins, nucleic acids, small molecules, ions, and modified residues in a single unified model.

02

Beyond protein-only: Dramatically expands applicability beyond AlphaFold 2's protein-only regime, opening up drug discovery and RNA biology workflows.

03

Beats specialist predictors: Achieves greater accuracy on protein-nucleic acid interactions than specialized predictors in that domain - remarkable for a general model.

04

Biology pipeline signal: Preview of the capability direction that would crystallize as AlphaFold 3 in 2024, with profound implications for structural biology research.

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