Why AlphaFold Didn't Solve Protein Folding — Pushmeet Kohli, Google DeepMind & Sal Candido, Biohub
DeepMind and Biohub researchers say AlphaFold did not solve protein folding and biology needs better data, not just scale.
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Stories tagged #protein-folding
Cost-augmented Schrödinger bridges on graphs are exactly solvable: a Feynman-Kac tilt replaces learned control
Graph Schrödinger bridges with state costs are solved exactly via a Feynman-Kac tilt, with no learning.
Does Learning Protein Folding Generalize to Broader Reasoning?
Fold2Reason post-trains language models on protein-structure QA, lifting reasoning across 10 benchmarks and raising macro-average accuracy from 45.09% to 48.33%.
NVIDIA Details BioNeMo Inference Runtime (BioIR): 2.90x Higher Boltz-2 Folding Throughput and 58.5K Residues per GPU-Hour on 8xH100
NVIDIA released BioNeMo Inference Runtime (BioIR), an open-source PyTorch-compatible library delivering 2.90x higher Boltz-2 protein-folding throughput on 8xH100 GPUs.