No AI system today reduces either of the two risks that sink most drugs in the clinic: picking the wrong target, and human toxicity.

Added to korrents 25 May 2023 · How quotes work · Something wrong? Tell us

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• We have neither the data nor the insight to use machine learning to pick drug targets that succeed in the clinic more often. DLDerek Lowe25 May 2023similar wording
• There are few clear-cut cases in biopharma today where buying an AI system is obviously worth it. DLDerek Lowe14 Oct 2024similar wording
• Better drug candidates do not shorten clinical trials, because a trial's duration is set by operational and regulatory friction rather than by how good the drug is. RTRuxandra Teslo28 Feb 2026similar wording
• There is no route to AI alignment or safety that goes around reliability: a system that cannot reliably follow a known algorithm cannot be made safe. GMGary Marcus7 Jun 2025similar wording
• A compound's AI origin story is not by itself a reason to expect it to do better in the clinic. DLDerek Lowe13 May 2024similar wording

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