Pinal designs proteins from natural-language function prompts
A China-based team tested a fluorescent protein, two enzymes, and a complex subunit; Hugging Face hosts a DNA tool.
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Stories tagged #alphafold
Paper frames relational attention as lattice gauge theory
Untrained holonomy attention infers unobserved S4 relations at 0.88 with a fifth of edges corrupted.
Accelerating the search for antimicrobial peptides with Google Antigravity
DeepMind used Antigravity and ProtNLM to prioritize a novel antimicrobial peptide now entering wet-lab validation.
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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.
Generative modeling of intrinsically disordered protein regions by reinforcing sparse autoencoder features
IDiom, trained on 54 million predicted disordered regions, designs IDR sequences with feature-guided reinforcement learning.
Google’s SynthID Bio can watermark AI-designed protein binders without breaking them
DeepMind's SynthID Bio watermarks AI-designed proteins for screening without hurting binder function.
Introducing SynthID Bio
Google DeepMind unveiled SynthID Bio, a watermark for AI-designed proteins that remains detectable after synthesis.
How Open Science Can Help Researchers Prepare for the Next Pandemic
NVIDIA, Google DeepMind, and EMBL-EBI released open AlphaFold2-predicted 3D structures for protein complexes of over 2,800 viruses.
Building AI to accelerate science and improve lives
Google highlights AI-for-science advances: AlphaGenome Atlas mapping 9 billion genetic variants, WeatherNext 3 weather model, and global health AI tools.
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Google’s Atlas of the human genome could pave the way for new treatments
Google DeepMind launches AlphaGenome Atlas, a catalog of predicted molecular effects for roughly nine billion single-letter DNA changes across the human genome.
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