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Reading: Why chemists can only reach a sliver of possible molecules
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Why chemists can only reach a sliver of possible molecules

An Onepot researcher explains how machine learning is opening up the chemical space that synthesis has long left out of reach.

Techflier Staff
Last updated: October 14, 2026 3:40 am
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Onepot’s Brandon Wang explains the bottleneck that shapes drug discovery: chemists can synthesise only a tiny fraction of the small molecules that could theoretically exist. Speaking at a Greylock symposium on AI for science, he describes how large-scale experimentation and machine learning widen that dark chemical space, and how unexpected results from known reactions reveal entirely new chemistry.

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TAGGED:AI for sciencebiotechdrug discoveryGreylockmachine learningOnepot
SOURCES:Greylock
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