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Biotech 2050 Podcast
Biotech 2050
248 episodes
2 days ago
Synopsis: This episode is proudly sponsored by Quartzy. Biotech is undergoing a scientific redesign, and Jason Kelly reveals to host Alok Tayi how automation, AI-ready datasets, and modular lab technologies are reshaping the future of R&D. Jason explains why legacy biopharma data—messy, inconsistent, and lacking metadata—cannot power modern machine learning, and why the industry must generate entirely new, massively standardized experimental datasets to unlock AI’s true potential. He walks through Ginkgo’s evolution from platform partnerships to a next-generation CRO built for AI-driven discovery, offering industrialized functional genomics, mammalian engineering, CRISPR libraries, and high-throughput developability assays at unprecedented scale. Jason also describes how Ginkgo’s reconfigurable automation systems—robotic building blocks that replace 18-month custom builds—are democratizing high-throughput experimentation and making advanced lab infrastructure as flexible as cloud computing. Together, Jason and Alok explore how the fusion of automation and AI can collapse R&D timelines, rewrite cost structures, and enable thousands of new biotech companies to test ideas faster than ever before. For scientists, engineers, and AI practitioners, this episode offers a compelling look at the new scientific architecture emerging at the intersection of robotics, data, and programmable biology. Biography: Dr. Jason Kelly is the co-founder and CEO of Ginkgo Bioworks. He took the company public and raised $1.6B in the largest US biotech public listing to date in 2021. Today the company is pioneering autonomous labs that accelerate bioengineering across biopharma, agriculture, and industrial biotech industries. Jason also previously served as the Chair of the US National Security Commission on Emerging Biotechnology which oversees how advancements in emerging biotechnology will shape current and future activities of the US Department of Defense. Prior to Ginkgo, Jason received B.S. degrees in Chemical Engineering and Biology and a PhD in Biological Engineering all from MIT.
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Synopsis: This episode is proudly sponsored by Quartzy. Biotech is undergoing a scientific redesign, and Jason Kelly reveals to host Alok Tayi how automation, AI-ready datasets, and modular lab technologies are reshaping the future of R&D. Jason explains why legacy biopharma data—messy, inconsistent, and lacking metadata—cannot power modern machine learning, and why the industry must generate entirely new, massively standardized experimental datasets to unlock AI’s true potential. He walks through Ginkgo’s evolution from platform partnerships to a next-generation CRO built for AI-driven discovery, offering industrialized functional genomics, mammalian engineering, CRISPR libraries, and high-throughput developability assays at unprecedented scale. Jason also describes how Ginkgo’s reconfigurable automation systems—robotic building blocks that replace 18-month custom builds—are democratizing high-throughput experimentation and making advanced lab infrastructure as flexible as cloud computing. Together, Jason and Alok explore how the fusion of automation and AI can collapse R&D timelines, rewrite cost structures, and enable thousands of new biotech companies to test ideas faster than ever before. For scientists, engineers, and AI practitioners, this episode offers a compelling look at the new scientific architecture emerging at the intersection of robotics, data, and programmable biology. Biography: Dr. Jason Kelly is the co-founder and CEO of Ginkgo Bioworks. He took the company public and raised $1.6B in the largest US biotech public listing to date in 2021. Today the company is pioneering autonomous labs that accelerate bioengineering across biopharma, agriculture, and industrial biotech industries. Jason also previously served as the Chair of the US National Security Commission on Emerging Biotechnology which oversees how advancements in emerging biotechnology will shape current and future activities of the US Department of Defense. Prior to Ginkgo, Jason received B.S. degrees in Chemical Engineering and Biology and a PhD in Biological Engineering all from MIT.
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Geoffrey Duyk, Grove Biopharma CEO, on Polymer Breakthroughs, Intractable Targets & Biotech's Future
Biotech 2050 Podcast
41 minutes 17 seconds
1 month ago
Geoffrey Duyk, Grove Biopharma CEO, on Polymer Breakthroughs, Intractable Targets & Biotech's Future
Synopsis: Host Rahul Chaturvedi sits down with Geoffrey Duyk, Chief Executive Officer of Grove Biopharma, for a wide-ranging conversation on navigating today’s biotech macro headwinds and building companies that can translate breakthrough science into real patient impact. Dr. Duyk traces his journey from Harvard/Millennium/Exelixis operator to TPG investor and back to company creation, explaining how board dynamics, capital cycles, and policy shifts shape execution. They dig into why this cycle feels uniquely tough—patent cliffs, reimbursement uncertainty, NIH pressures—and who funds innovation in the meantime. Duyk outlines root causes of R&D inefficiency (misaligned capital vs. 20-year timelines, shaky preclinical predictability, costly trials, underused real-world data) and makes the case for rebuilding public trust and STEM education. Then, a deep dive on Grove Biopharma: precision polymer science that creates antibody-like, fully synthetic, cell-permeable protein mimetics to tackle historically “intractable” intracellular protein–protein interactions. Duyk shares design principles, why modular/orthogonal chemistry matters, predictable pharmacology, and lessons from fundraising and board management—plus why he’s helping grow a Chicago-centered biotech ecosystem. Biography: Geoffrey M. Duyk, M.D., Ph.D. is the Chief Executive Officer of Grove Biopharma. Dr. Duyk has spent 30 years in the biotechnology industry as an entrepreneur, executive, and investor. Most recently, he was the Managing Partner at Circularis Partners, an investment firm he co-founded, focused on advancing the circular economy and promoting sustainability. Prior to that, Dr. Duyk was Managing Director and Partner at TPG Alternative & Renewable Technologies (ART)/TPG Biotechnology. Before joining TPG, Dr. Duyk served as a board member and President of R&D at Exelixis and was one of the founding scientific staff members at Millennium Pharmaceuticals, where he served as Vice President of Genomics. Earlier in his career, Dr. Duyk was an Assistant Professor in the Department of Genetics at Harvard Medical School (HMS) and an Assistant Investigator at the Howard Hughes Medical Institute (HHMI). While at HMS, he served as a co–principal investigator in the Cooperative Human Linkage Center, which was funded by the National Institutes of Health (NIH). Dr. Duyk is a trustee of Case Western Reserve University, where he serves on the executive committee. He previously served on the Board of Trustees of Wesleyan University and the Board of Directors of the Moffitt Cancer Center. He currently serves on the IR&E (Institutional Research and Evaluation) Committee at Moffitt, a key component of its External Advisory Committee (EAC). He was also a member of the Board of Directors of the American Society of Human Genetics (ASHG), and served as its treasurer. He is a member of the Life Sciences Advisory Board at Innovatus Capital Partners and the Scientific Advisory Board (SAB) for Lawrence Berkeley National Laboratory (DOE). Dr. Duyk previously served on the board of the Jackson Laboratory and on numerous NIH advisory committees. He is currently a Senior Advisor at Qiming Venture Partners (USA) and serves on the boards of Enno DC, Oobli, and Melanyze Dr. Duyk earned both his M.D. and Ph.D. from Case Western Reserve University and completed his medical and fellowship training at the University of California, San Francisco (UCSF). While at UCSF, he was a Lucille P. Markey Fellow and an HHMI postdoctoral fellow. He is a fellow of the American Association for the Advancement of Science.
Biotech 2050 Podcast
Synopsis: This episode is proudly sponsored by Quartzy. Biotech is undergoing a scientific redesign, and Jason Kelly reveals to host Alok Tayi how automation, AI-ready datasets, and modular lab technologies are reshaping the future of R&D. Jason explains why legacy biopharma data—messy, inconsistent, and lacking metadata—cannot power modern machine learning, and why the industry must generate entirely new, massively standardized experimental datasets to unlock AI’s true potential. He walks through Ginkgo’s evolution from platform partnerships to a next-generation CRO built for AI-driven discovery, offering industrialized functional genomics, mammalian engineering, CRISPR libraries, and high-throughput developability assays at unprecedented scale. Jason also describes how Ginkgo’s reconfigurable automation systems—robotic building blocks that replace 18-month custom builds—are democratizing high-throughput experimentation and making advanced lab infrastructure as flexible as cloud computing. Together, Jason and Alok explore how the fusion of automation and AI can collapse R&D timelines, rewrite cost structures, and enable thousands of new biotech companies to test ideas faster than ever before. For scientists, engineers, and AI practitioners, this episode offers a compelling look at the new scientific architecture emerging at the intersection of robotics, data, and programmable biology. Biography: Dr. Jason Kelly is the co-founder and CEO of Ginkgo Bioworks. He took the company public and raised $1.6B in the largest US biotech public listing to date in 2021. Today the company is pioneering autonomous labs that accelerate bioengineering across biopharma, agriculture, and industrial biotech industries. Jason also previously served as the Chair of the US National Security Commission on Emerging Biotechnology which oversees how advancements in emerging biotechnology will shape current and future activities of the US Department of Defense. Prior to Ginkgo, Jason received B.S. degrees in Chemical Engineering and Biology and a PhD in Biological Engineering all from MIT.