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He Won the Nobel Prize for Protein Design. Now He Uses AI to Create Molecules Not Found in Nature

by Asia Today Team
September 19, 2026
in Science
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This interview has been edited for size and readability.

JORGE GARAY: AI BioDesign seeks to discover attainable molecules and organic capabilities which have by no means existed in nature. Are there any specific dangers concerned in venturing into this uncharted territory? How can scientists anticipate these dangers and what steps can they take to reduce them earlier than a designed molecule leaves the lab?

DAVID BAKER: What’s thrilling about biology is that nature has explored solely a fraction of what’s bodily and chemically attainable, which opens a world of potentialities for what we may design. Once we discover these potentialities, the first dangers will not be a lot completely different than these related to any new organic know-how—unintended interactions with residing techniques, surprising environmental results, or misuse.

The benefit we’ve at this time is that computational design permits us to judge many of those dangers earlier than a molecule is ever synthesized. We will display designs computationally, check them extensively in contained laboratory settings, and topic them to more and more life like experimental validation earlier than contemplating any real-world software.

A white man with short dark hair and a blue shirt sits in the corner of an office and looks off camera. He looks to be...

David Baker, winner of the 2024 Nobel Prize in Chemistry.

Courtesy of the Allen Institute

The mission mentions potentialities starting from new medication to plastic-degrading enzymes and even organic computer systems. If we’ve higher predictive energy when designing new molecules and organic capabilities, how far do you assume this functionality may take us?

My workforce and I’ve lofty targets for protein design: We’re working to construct a world the place a treatment for a brand new illness is created in weeks, not many years. The place our air, water, and soil are clear as a result of we eliminated pollution and reimagined the processes that contaminated them. The place crops thrive in circumstances that after killed them. The place molecular machines pull important minerals from waste and restore the infrastructure we rely on.

Proteins are the molecular machines life has developed to create all natural matter we all know of right here on Earth. Unlocking their full potential requires that we derive engineering ideas that make it attainable for revolutionary new concepts, together with ones we will’t but think about, to be achievable.



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