Subvolts take AI is supercharging science, from protein folding to weather, with Google DeepMind leading the charge. Oct 9, 2024 - Developers
- Learn how advanced AI models are being applied to solve complex scientific challenges, inspiring new research directions.
- Business
- Understand how AI is driving innovation in critical sectors like materials and climate science, potentially leading to new products and services.
This episode features a key leader from a top AI lab discussing significant, real-world scientific applications of their research.
AI: Supercharging Scientific Exploration with Pushmeet Kohli
Audio streams from Hannah Fry. Your place is remembered on this device.
From Subvolts
Summary and analysis by Subvolts editorial, AI-assisted.
Google DeepMind VP Pushmeet Kohli joins Hannah Fry on the Google DeepMind podcast to explore AI's role in scientific discovery. They discuss AI's impact on breakthroughs in areas like protein folding with AlphaFold, material science, weather forecasting via GraphCast, and mathematics with AlphaGeometry. The episode highlights how AI enhances scientific understanding across various fields.
This episode explains how powerful computer programs, like those at Google DeepMind, are helping scientists make discoveries faster. They use AI to find new materials, predict weather more accurately, and even solve complex math problems, which helps us understand the world better.
This episode offers insight into how leading AI research, specifically from Google DeepMind, is accelerating scientific progress. It's for anyone interested in AI's practical applications beyond consumer tech, showing how models are pushing the boundaries of fields like biology, chemistry, and physics. The discussion connects directly to the frontier labs' focus on using AI for grand challenges, demonstrating tangible results from their research efforts.
- HostHannah Fry
- GuestPushmeet KohliVP of Research, Google DeepMind
- Guest: Pushmeet Kohli, VP of Research at Google DeepMind
- Show: Google DeepMind: The Podcast
- Length: 47 minutes
- Topics Covered: AlphaFold, material science, weather forecasting (GraphCast), mathematics (AlphaGeometry)
In this episode, Professor Hannah Fry sits down with Pushmeet Kohli, VP of Research at Google DeepMind to discuss AI’s impact on scientific discovery. They go on a whirlwind tour of scientific projects, touching on recent breakthroughs in AlphaFold, material science, weather forecasting, and mathematics to better understand how AI can enhance our scientific understanding of the world.
Further reading:
- Millions of new materials discovered with deep learning
- GraphCast: AI model for faster and more accurate global weather forecasting
- AlphaFold: A breakthrough unfolds (S2,E1)
- AlphaGeometry: An Olympiad-level AI system for geometry
- AI achieves silver-medal standard solving International Mathematical Olympiad problems
Thanks to everyone who made this possible, including but not limited to:
- Presenter: Professor Hannah Fry
- Series Producer: Dan Hardoon
- Editor: Rami Tzabar, TellTale Studios
- Commissioner & Producer: Emma Yousif
- Music composition: Eleni Shaw
- Camera Director and Video Editor: Tommy Bruce
- Audio Engineer: Perry Rogantin
- Video Studio Production: Nicholas Duke
- Video Editor: Bilal Merhi
- Video Production Design: James Barton
- Visual Identity and Design: Eleanor Tomlinson
- Production support: Mo Dawoud
- Commissioned by Google DeepMind
Please leave us a review on Spotify or Apple Podcasts if you enjoyed this episode. We always want to hear from our audience whether that's in the form of feedback, new idea or a guest recommendation!
Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
- AlphaFold
- Pushmeet Kohli
- An AI system that predicts protein structures.
- GraphCast
- Pushmeet Kohli
- An AI model for faster and more accurate global weather forecasting.
- AlphaGeometry
- Pushmeet Kohli
- An AI system that can solve geometry problems at an Olympiad level.
44 minCan AI help us better predict the weather?
WithPeter Battaglia
45 minThe mathematics of AI uncertainty
WithZoubin Ghahramani
53 minSame guests, other shows
54 min10 Years of AlphaGo: The Turning Point for AI | Thore Graepel & Pushmeet Kohli
WithThore Graepel, Pushmeet Kohli
37 minGDM’s Pushmeet Kohli on solving science's biggest challenges with AI
WithPushmeet Kohli
34 minAI for science
WithPushmeet Kohli, Demis Hassabis, Sarah Jane Dunn, Meredith Palmer
Questions people ask
- What scientific areas does AI impact according to the episode?
- The episode touches on AI's impact on protein folding (AlphaFold), material science, weather forecasting (GraphCast), and mathematics (AlphaGeometry).
- Who is interviewed on the podcast?
- The episode features an interview with Pushmeet Kohli, VP of Research at Google DeepMind, hosted by Professor Hannah Fry.
Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Hannah Fry.