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Google’s AlphaFold 3 AI predicts the very building blocks of life

By accurately predicting the interactions between proteins and drug-like molecules, such as ligands and antibodies, AlphaFold 3 could significantly accelerate the development of new and more effective therapies.

The new model also incorporates a diffusion network, similar to those used in AI image generators, which iteratively refines the predicted molecular structures from a cloud of atoms to a highly accurate final configuration. By combining AlphaFold 3 with a suite of complementary AI models, Isomorphic Labs is collaborating with pharmaceutical companies to tackle real-world drug design challenges that could ultimately lead to the creation of new treatments for patients in need. Unraveling the molecular basis of plant biology and enzyme structures could help develop resilient crops and innovative bioremediation strategies to address challenges like food security and environmental pollution.

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