AI Briefing#protein-design
The latest AI and developer news about #protein-design, with the original source and a short summary.
The latest AI and developer news about #protein-design, with the original source and a short summary.
An internal Anthropic research model generated 318,484 protein designs, of which 17 lab-tested candidates met criteria for binding scorpion neurotoxins.
OpenAI interpreted mouse whole-brain CRISPR atlas data in 32 minutes using 1,946 agents, while Anthropic designed 17 toxin binders with Claude.
The unified flow-matching model outperforms Proteina-Complexa by 5.8x in design yield while integrating sequence and all-atom structure generation.
Working autonomously for 64 hours, Claude produced 17 experimentally validated binders against four scorpion neurotoxins, with all 211 designs released as open data.
Anthropic used Claude to optimize more than 30 biomolecular models, reducing GPU time for protein design by approximately 1/100th.
Anthropic used Claude to accelerate over 30 open-source biomolecular models by an average of 4x and successfully predicted large-scale systems with over 10,000 tokens on a single GPU.
Apple has released SimpleDesign, a protein design model that trains directly in the data space without multi-stage training.
Claude has demonstrated the ability to dramatically increase research speed in protein design and analytical chemistry.
Biohub has unveiled an AI-powered world model for predicting protein structures and designing new proteins.
Concerns over biosecurity are rising as AI's potential to design bioweapons grows.
An Evo-family genome language model created 16 new bacteriophages.
An end-to-end protein AI pipeline spanning protein structure prediction to codon optimization was unveiled, along with the new model CodonRoBERTa.