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AI System Trained on Bacterial Genomes Generates Novel Protein Sequences

AI System Trained on Bacterial Genomes Generates Novel Protein Sequences
Researchers have introduced an artificial intelligence model, dubbed Evo, that learns from bacterial genomes to predict and complete protein-coding DNA. The system can reconstruct missing gene fragments, restore deleted genes in functional clusters, and even generate entirely new protein sequences, including toxin variants that lack known antitoxins. These capabilities suggest a powerful new tool for protein engineering and synthetic biology. Leer más →

Neural Network Discovers Enzyme That Degrades Polyurethane

Neural Network Discovers Enzyme That Degrades Polyurethane
Researchers used advanced neural‑network‑driven protein design tools to create a new enzyme capable of breaking down polyurethane, a widely used polymer in foam cushioning and other products. The enzyme works within an industrial‑style recycling process, converting the polymer back into its basic building blocks for reuse. This breakthrough addresses the complex chemistry of polyurethane, which has resisted previous recycling efforts, and offers a potential pathway to reduce plastic waste and avoid hazardous incineration. Leer más →