# How Quantum Computing Is Choosing Better Drug Candidates Faster

Page: https://stenobird.com/podcast/quantum-computing-business-with-fexingo-hardware-software-and-enterprise-quantum-7872009/how-quantum-computing-is-choosing-better-drug-candidates-faster
Text version: https://stenobird.com/podcast/quantum-computing-business-with-fexingo-hardware-software-and-enterprise-quantum-7872009/how-quantum-computing-is-choosing-better-drug-candidates-faster.md
Podcast: [Quantum Computing Business with Fexingo: Hardware, Software, and Enterprise Quantum](https://stenobird.com/podcast/quantum-computing-business-with-fexingo-hardware-software-and-enterprise-quantum-7872009)
Published: 2026-07-12T08:24:06+00:00
Episode link: https://audio.fexingo.com/business/quantum-computing-business/episode-0106.mp3
Audio file: https://audio.fexingo.com/business/quantum-computing-business/episode-0106.mp3
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JSON: https://stenobird.com/v1/public/podcasts/quantum-computing-business-with-fexingo-hardware-software-and-enterprise-quantum-7872009/episodes/how-quantum-computing-is-choosing-better-drug-candidates-faster
Duration seconds: 445

## Resource

Episode 106 of Quantum Computing Business with Fexingo explores how quantum machine learning is accelerating the selection of drug candidates in early-stage pharmaceutical R&D. Lucas and Luna dive into a specific case: a partnership between a quantum startup and a major pharma company that used a hybrid quantum-classical model to screen 10,000 molecular candidates in hours instead of weeks. They discuss the concept of 'quantum molecular fingerprints,' the role of the Variational Quantum Eigensolver (VQE), and why this approach cuts false positives in half compared to classical methods. The episode also touches on the hardware limitations — current qubit counts and error rates — and what milestones are needed for full-scale adoption. No hype, just a concrete look at where quantum computing is actually delivering value in drug discovery today. #QuantumComputing #DrugDiscovery #Pharma #QuantumMachineLearning #MolecularScreening #VQE #PharmaceuticalR&D #HybridQuantum #BusinessAndTechnology #FexingoBusiness #BusinessPodcast #QuantumStartup #DrugCandidates #ComputationalChemistry #EarlyStageResearch #QuBitTechnology #ErrorCorrection #QuantumAdvantage Keep every episode free: buymeacoffee.com/fexingo

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