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AI Learns to Predict Protein Function from Scratch

  • Google DeepMind's new study introduces AlphaFold3, an AI model that goes beyond predicting protein structures to simulating protein interactions with DNA, RNA, and molecules.
  • AlphaFold3 combines physical principles with deep learning, generating predictions from raw sequence data to handle novel biological interactions previously challenging to study.
  • The model shows improved accuracy in predicting shapes of proteins and their binding with other molecules, essential for understanding cellular processes and designing targeted drugs.
  • While the full version of AlphaFold3 is not publicly released, DeepMind offers a service for non-commercial use, enabling advancements in structural biology, drug discovery, and synthetic biology.

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