27 min
The AI model that’s building novel proteins Science Rehashed
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- Life Sciences
Proteins, with their unique structures, have evolved over billions of years to perform a host of different functions essential to the processes that keep us alive. Using the same principles as artificial intelligence chatbots, scientists at Salesforce developed an AI language model called ProGen. Using large protein databases, ProGen was trained on the biological syntax of amino acid sequences, allowing it to design functional 3D protein structures. These proteins have useful properties that may be leveraged in healthcare and biosciences. In this episode, we talk with Dr. Nikhil Naik, Director of AI Research at Salesforce, leading the team of scientists behind ProGen. We discuss the inspiration for ProGen, the implications of AI-generated proteins, and the future of protein engineering in light of ever-evolving biotechnologies. Music credits: “Summer Lofi” and “Summer Winds” by Rukudzo.
Proteins, with their unique structures, have evolved over billions of years to perform a host of different functions essential to the processes that keep us alive. Using the same principles as artificial intelligence chatbots, scientists at Salesforce developed an AI language model called ProGen. Using large protein databases, ProGen was trained on the biological syntax of amino acid sequences, allowing it to design functional 3D protein structures. These proteins have useful properties that may be leveraged in healthcare and biosciences. In this episode, we talk with Dr. Nikhil Naik, Director of AI Research at Salesforce, leading the team of scientists behind ProGen. We discuss the inspiration for ProGen, the implications of AI-generated proteins, and the future of protein engineering in light of ever-evolving biotechnologies. Music credits: “Summer Lofi” and “Summer Winds” by Rukudzo.
27 min