Episodes

  • Can we AI our way to a more sustainable world?
    Apr 20 2026

    Doug Burger, sustainability expert Amy Luers, and optimization researcher Ishai Menache examine the global emissions implications of datacenter operations, efficiency gains, and AI's potential across electrification, materials, and food systems.

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    1 hr and 1 min
  • Ideas: Steering AI toward the work future we want
    Apr 9 2026

    Microsoft Chief Scientist Jaime Teevan and researchers Jenna Butler, Jake Hofman, and Rebecca Janssen unpack the New Future of Work Report 2025 and explore the ideal AI-driven working world. Plus, is AI a tool or a collaborator? And why the answer matters.

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    54 mins
  • Will machines ever be intelligent?
    Mar 23 2026

    Are machines truly intelligent? AI researchers Subutai Ahmad and Nicolò Fusi join Doug Burger to compare transformer-based AI with the human brain, exploring continual learning, efficiency, and whether today’s models are on a path toward human intelligence.

    The Shape of Things to Come podcast series

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    1 hr and 8 mins
  • Trailer: The Shape of Things to Come
    Mar 3 2026

    Microsoft research lead Doug Burger introduces his new podcast series, The Shape of Things to Come, an exploration into the fundamental truths about AI and how the technology will reshape the future.

    The Shape of Things to Come podcast series

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    2 mins
  • Ideas: Community building, machine learning, and the future of AI
    Dec 1 2025

    As the Women in Machine Learning Workshop (WiML) marks its 20th annual gathering, cofounders, friends, and collaborators Jenn Wortman Vaughan and Hanna Wallach reflect on WiML’s evolution, navigating the field of ML, and their work in responsible AI.

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    56 mins
  • Ideas: More AI-resilient biosecurity with the Paraphrase Project
    Oct 6 2025

    Microsoft’s Eric Horvitz and guests Bruce Wittmann, Tessa Alexanian, and James Diggans discuss the Paraphrase Project—a red-teaming effort that exposed and secured a biosecurity vulnerability in AI-driven protein design. The work offers a model for addressing AI’s dual-use risks.

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    52 mins
  • Coauthor roundtable: Reflecting on healthcare economics, biomedical research, and medical education
    Aug 21 2025

    For the series finale, Peter Lee, Carey Goldberg, and Dr. Zak Kohane compare their predictions to insights from the series’ most recent guests, including experts on AI’s economic and societal impact, leaders in AI-driven medicine, and doctors in training.

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    1 hr and 18 mins
  • Reimagining healthcare delivery and public health with AI
    Aug 7 2025

    Former Washington State Secretary of Health Dr. Umair Shah and Mayo Clinic CEO Dr. Gianrico Farrugia explore how healthcare leaders are approaching AI when it comes to public health, care delivery, the healthcare-research connection, and the patient experience.

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    1 hr and 16 mins