Proof of Extraordinary Accuracy of AlphaFold 4
Abstract
To prove the high accuracy of AlphaFold 4 (AF4) under Pal’s Method, we must move beyond the benchmarks used for previous models. While AlphaFold 3 achieved high accuracy in predicting "what nature has built," Pal's Method allows AF4 to achieve higher accuracy in predicting "what physics allows" through the integration of behavioral constraints. Below is the formal scientific proof of why Pal’s Method inherently increases the accuracy and reliability of structural predictions.
Fields of Study & Subjects
Protein Structure and Dynamics
Machine Learning in Bioinformatics
Computational Drug Discovery Methods
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 9 February 2026
- Document type
- Preprint