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Lab-in-the-Loop at Compute Speed — Ian Quigley, Leash Bio

Latent Space: The AI Engineer Podcast · 14 OCT 2026 · 110 min

Ian Quigley, co-founder and CEO of Leash Bio, discusses the challenges and innovations in small molecule drug discovery using DNA encoded libraries (DELs) and machine learning. The episode covers the technical details of DELs, lessons from …

DNA encoded librariessmall molecule drug discoverymachine learning modelsprotein-ligand bindingcombinatorial chemistryKaggle competitionHermes modelchemist biasactivity cliffsprotein mutationslanguage modelslab-in-the-loopdrug discovery scalingADMET propertiesexperimental rigorreinforcement learningbinding predictionstructural biologychemical library design