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Join mathematician and broadcaster Professor Hannah Fry as she goes behind the scenes of the world-leading research lab to uncover the extraordinary ways AI is transforming our world. No hype. No spin, just compelling discussions and grand scientific ambition.
Join mathematician and broadcaster Professor Hannah Fry as she goes behind the scenes of the world-leading research lab to uncover the extraordinary ways AI is transforming our world. No hype. No spin, just compelling discussions and grand scientific ambition.
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Here's a quick summary of the last 3 episodes on Google DeepMind: The Podcast.
Hosts
Professor Hannah Fry
Previous Guests
Joelle Barral
Joelle Barral is a prominent figure in the field of artificial intelligence and healthcare. She has contributed significantly to the development of AI technologies that enhance medical practices and patient care. With a background in both medicine and computer science, Joelle has worked on various projects aimed at integrating AI into healthcare systems, improving diagnostics, and personalizing treatment plans. Her expertise and innovative approach have made her a sought-after speaker and consultant in the intersection of technology and health.
Joelle Barral is a prominent figure in the field of artificial intelligence and healthcare. She has contributed significantly to the development of AI technologies that enhance medical practices and patient care. With a background in both medicine and computer science, Joelle has worked on various projects aimed at integrating AI into healthcare systems, improving diagnostics, and personalizing treatment plans. Her expertise and innovative approach have made her a sought-after speaker and consultant in the intersection of technology and health.
Murray Shanahan
Murray Shanahan is a Professor of Cognitive Robotics at Imperial College London and a Principal Scientist at Google DeepMind. He is known for his work in artificial intelligence, particularly in the areas of consciousness and reasoning. Shanahan has contributed to the philosophical discourse surrounding AI and has been involved in projects that bridge the gap between technology and the arts, including his participation in the film 'Ex Machina'. His research focuses on the cognitive aspects of AI and how they relate to human-like reasoning and metacognition.
Murray Shanahan is a Professor of Cognitive Robotics at Imperial College London and a Principal Scientist at Google DeepMind. He is known for his work in artificial intelligence, particularly in the areas of consciousness and reasoning. Shanahan has contributed to the philosophical discourse surrounding AI and has been involved in projects that bridge the gap between technology and the arts, including his participation in the film 'Ex Machina'. His research focuses on the cognitive aspects of AI and how they relate to human-like reasoning and metacognition.
David Silver
David Silver is a leading researcher in the field of artificial intelligence, particularly known for his work on reinforcement learning and deep learning. He is a principal researcher at DeepMind, where he has contributed to the development of groundbreaking AI systems, including AlphaGo and AlphaZero. Silver's research focuses on the intersection of AI and game theory, and he has published numerous papers on the application of AI in complex environments. His work has significantly advanced the understanding of how AI can learn from experience and improve its performance over time.
David Silver is a leading researcher in the field of artificial intelligence, particularly known for his work on reinforcement learning and deep learning. He is a principal researcher at DeepMind, where he has contributed to the development of groundbreaking AI systems, including AlphaGo and AlphaZero. Silver's research focuses on the intersection of AI and game theory, and he has published numerous papers on the application of AI in complex environments. His work has significantly advanced the understanding of how AI can learn from experience and improve its performance over time.
Topics Discussed
AI
health
Med-Gemini
Joelle Barral
consciousness
reasoning
philosophy of AI
metacognition
symbolic AI
neural networks
Ex Machina
anthropomorphism
future of AI
human data
AlphaZero
reinforcement learning
human feedback
experience based methods
Thanks to everyone who made this possible, including but not limited to:
Presenter: Professor Hannah Fry
Series Producer: Dan Hardoon
Editor: Rami Tzabar
Commissioner & Producer: Emma Yousif
Music: Eleni Shaw
Audio Engineer: Richard Courtice
Production Manager: Dan Lazard
Video Studio Production: Nicholas Duke Video
Director: Bernardo Resende
Video Editor: Bilal Merhi
Audio Engineer: Perry Rogantin
Camera and Lighting Operator: Robert Messere
Production Coordination: Zoey Roberts, Sarah Ellen Morton
Visual Identity and Design: Rob Ashley
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!
Thanks to everyone who made this possible, including but not limited to:
Presenter: Professor Hannah Fry
Series Producer: Dan Hardoon
Editor: Rami Tzabar
Commissioner & Producer: Emma Yousif
Music: Eleni Shaw
Audio Engineer: Richard Courtice
Production Manager: Dan Lazard
Video Studio Production: Nicholas Duke Video
Director: Bernardo Resende
Video Editor: Bilal Merhi
Audio Engineer: Perry Rogantin
Camera and Lighting Operator: Robert Messere
Production Coordination: Zoey Roberts, Sarah Ellen Morton
Visual Identity and Design: Rob Ashley
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!
0:0040:30
Consciousness, Reasoning and the Philosophy of AI with Murray Shanahan
Hosts
Hosts of this podcast episode
Professor Hannah Fry
Guests
Guests of this podcast episode
Murray Shanahan
Keywords
Keywords of this podcast episode
consciousnessreasoningphilosophy of AImetacognitionsymbolic AIneural networksEx Machinaanthropomorphismfuture of AI
In this episode, Hannah is once again joined by Murray Shanahan, Professor of Cognitive Robotics at Imperial College London and Principal Scientist at Google DeepMind, for a philosophical deep dive on AI. They explore everything from consciousness and metacognition in animals, to symbolic AI and neural networks. Murray also shares insights into his involvement with the film 'Ex Machina' and discusses the idea of reasoning, anthropomorphism, and the future of AI.
Thanks to everyone who made this possible, including but not limited to:
Presenter: Professor Hannah Fry
Series Producer: Dan Hardoon
Editor: Rami Tzabar
Commissioner & Producer: Emma Yousif
Music composition: Eleni Shaw
Audio engineer: Richard Courtice
Production Manager: Dan Lazard
Video Director: Bernardo Resende
Video Editor: Alex Baro Cayetano, Bilal Merhi
Audio Engineer: Richard Courtice
Camera and Lighting Operator: Robert Messere
Production Coordination: Zoey Roberts, Sarah Ellen Morton
Visual Identity and Design: Rob Ashley
Commissioned by Google DeepMind
___
Subscribe to our channel to watch every episode: https://www.youtube.com/@googledeepmind
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!
In this episode, Hannah is once again joined by Murray Shanahan, Professor of Cognitive Robotics at Imperial College London and Principal Scientist at Google DeepMind, for a philosophical deep dive on AI. They explore everything from consciousness and metacognition in animals, to symbolic AI and neural networks. Murray also shares insights into his involvement with the film 'Ex Machina' and discusses the idea of reasoning, anthropomorphism, and the future of AI.
Thanks to everyone who made this possible, including but not limited to:
Presenter: Professor Hannah Fry
Series Producer: Dan Hardoon
Editor: Rami Tzabar
Commissioner & Producer: Emma Yousif
Music composition: Eleni Shaw
Audio engineer: Richard Courtice
Production Manager: Dan Lazard
Video Director: Bernardo Resende
Video Editor: Alex Baro Cayetano, Bilal Merhi
Audio Engineer: Richard Courtice
Camera and Lighting Operator: Robert Messere
Production Coordination: Zoey Roberts, Sarah Ellen Morton
Visual Identity and Design: Rob Ashley
Commissioned by Google DeepMind
___
Subscribe to our channel to watch every episode: https://www.youtube.com/@googledeepmind
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!
0:0049:38
Is Human Data Enough? With David Silver
Hosts
Hosts of this podcast episode
Professor Hannah Fry
Guests
Guests of this podcast episode
David Silver
Keywords
Keywords of this podcast episode
human dataAlphaZeroreinforcement learninghuman feedbackexperience based methods
In this episode of Google DeepMind: The Podcast, VP of Reinforcement Learning, David Silver, describes his vision for the future of AI, exploring the concept of the "era of experience" versus the current "era of human data". Using AlphaGo and AlphaZero as examples, he highlights how these systems surpassed human capabilities by engaging in reinforcement learning without prior human knowledge. This approach contrasts with large language models, which depend on human data and feedback. Silver emphasizes the need to explore this path to drive AI progress and achieve artificial superintelligence.
Timestamps
00:00 Introduction
01:50 Era of experience
03:45 AlphaZero
10:19 Move 37
15:20 Reinforcement learning and human feedback
24:30 AlphaProof
29:50 Math Olympiads
35:00 Experience based methods
42:56 Hannah's reflections
44:00 Fan Hui joins
___
Thanks to everyone who made this possible, including but not limited to:
Presenter: Professor Hannah Fry
Series Producer: Dan Hardoon
Series Editor: Rami Tzabar
Commissioner & Producer: Emma Yousif
Music Composition: Eleni Shaw
Audio Engineer: Richard Courtice
Production Manager: Dan Lazard
Video Director and Editor: Bernardo Resende
Video Studio Production: Nicholas Duke
Video Editor: Bilal Merhi
Audio Engineer: Perry Rogantin
Camera and Lighting Operator: Robert Messere
Production Coordination: Zoey Roberts, Sarah Ellen Morton
Visual Identity and Design: Rob Ashley
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!
In this episode of Google DeepMind: The Podcast, VP of Reinforcement Learning, David Silver, describes his vision for the future of AI, exploring the concept of the "era of experience" versus the current "era of human data". Using AlphaGo and AlphaZero as examples, he highlights how these systems surpassed human capabilities by engaging in reinforcement learning without prior human knowledge. This approach contrasts with large language models, which depend on human data and feedback. Silver emphasizes the need to explore this path to drive AI progress and achieve artificial superintelligence.
Timestamps
00:00 Introduction
01:50 Era of experience
03:45 AlphaZero
10:19 Move 37
15:20 Reinforcement learning and human feedback
24:30 AlphaProof
29:50 Math Olympiads
35:00 Experience based methods
42:56 Hannah's reflections
44:00 Fan Hui joins
___
Thanks to everyone who made this possible, including but not limited to:
Presenter: Professor Hannah Fry
Series Producer: Dan Hardoon
Series Editor: Rami Tzabar
Commissioner & Producer: Emma Yousif
Music Composition: Eleni Shaw
Audio Engineer: Richard Courtice
Production Manager: Dan Lazard
Video Director and Editor: Bernardo Resende
Video Studio Production: Nicholas Duke
Video Editor: Bilal Merhi
Audio Engineer: Perry Rogantin
Camera and Lighting Operator: Robert Messere
Production Coordination: Zoey Roberts, Sarah Ellen Morton
Visual Identity and Design: Rob Ashley
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!
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