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Jim Collins

Termeer Professor of Medical Engineering at MIT and leader of an AI-driven antibiotic discovery effort that used graph neural networks and small datasets to identify novel antibiotics effective against resistant strains.

Top 3 podcasts with Jim Collins

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51 snips
Oct 14, 2025 • 1h 25min

AI Discovered Antibiotics: How Small Data & Small GNNs Led to Big Results, w/ MIT Prof. Jim Collins

Jim Collins, Termeer Professor at MIT, leads a groundbreaking AI project in antibiotic discovery. He highlights how small datasets and graph neural networks have identified new antibiotics effective against resistant strains. Collins explains the process of screening vast chemical spaces using AI and discusses the staggering impact of antibiotic resistance, calling for public and philanthropic support. He envisions a future where AI extends beyond antibiotics, tackling other therapeutic areas while addressing safety concerns related to drug development.
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Aug 20, 2025 • 26min

Using AI to discover new antibiotics

In this discussion, Professor Jim Collins, a leading researcher at MIT, reveals how AI is revolutionizing antibiotic discovery in the fight against drug-resistant infections like gonorrhea and MRSA. Family doctor Ann Robinson joins to highlight concerns about bloodstream infections in Indian ICUs, emphasizing the need for hygiene reforms. BBC's Dorcas Wangira reports on Rwanda's new laws allowing adolescents to access reproductive health services, sparking debates on youth health. Lastly, the nutritional role of mangoes for diabetics is reexamined, suggesting they may not be as harmful as previously thought.
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Oct 28, 2021 • 44min

29. Translating SynBio w/ Jim Collins - Professor @ MIT / Core Faculty @ Wyss Institute

Jim Collins, a pioneer in synthetic biology and Professor at MIT, discusses his journey from physics to groundbreaking innovations in healthcare. He highlights the transformative potential of AI and CRISPR technology in addressing global challenges like antibiotic resistance and rapid diagnostics, particularly during the COVID-19 pandemic. Collins shares insights on ethical leadership in biotech and the importance of empowering the next generation of innovators, emphasizing a future where synthetic biology revolutionizes sustainability and health.

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