Latent Space: The AI Engineer Podcast · Lab-in-the-Loop at Compute Speed - Ian Quigley, Leash Bio
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chose to focus on a smaller, well-characterized compound library instead of a 100 million-molecule library to stay within a fixed budget
100 million compounds library; smallest custom library ~50,000 molecules
“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”
“I decided it wasn't worth it… I chose instead to focus on my business… we refreshed our brand.”
“He built more efficient data structures than the standard coding libraries had, ... for the C++ STL map and in Go for the Swift table implementation.”
“Our eval harnesses and the library there is absolutely critical to our success”
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