“We represented molecules as a vector of the probability of creator… 1800 element vector… top-5 accuracy of 60%… it does as well as if you use chemical formulas”

Latent Space: The AI Engineer Podcast · Lab-in-the-Loop at Compute Speed - Ian Quigley, Leash Bio

Play from 48:26
48:26

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What was described

represented each molecule as a 1,800-dimensional vector of probabilities of creator (chemists) instead of chemical structure

1800-element vector; top-5 chemist-identification accuracy 60%

Said nearby on the same subject

“We got a top five accuracy of 60%… we represent the molecules… as a vector of the probability of creator”
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Ian Quigley LeashBio
Latent Space: The AI Engineer Podcast ·
Why it worked top-5 accuracy 60% Share this moment
“We got the chemical library... 130 million molecules... after 2000 teams competed, the winner was a random notebook; no one did better than chance on the most challenging eval”
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Said on Latent Space: The AI Engineer Podcast
Growth tactic 130 million molecules; 2000 teams; winner was a random notebook Share this moment
“‘We started actually putting long-term memory in vector databases… MongoDB Atlas Vector Search.’”
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“One drop of it is probably equivalent to a whole bottle or more of the chemical extracted stuff… you sent me some of that and I noticed that it's like one drop for every eight ounces.”
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Hard number 1 drop per 8 oz (equivalent to a whole bottle) Share this moment

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