An encyclopaedic overview of the broad range of the applications stemming from the discovery of the replica symmetry breaking solution of the Sherrington-Kirkpatrick model by Giorgio Parisi. **Gabriele Sicuro** participated to the editing of this publication, which includes a contribution by **Yan Fyodorov**.
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