#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence

#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence

Oriol Vinyals is the Research Director and Deep Learning Lead at DeepMind. Please support this podcast by checking out our sponsors:
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EPISODE LINKS:
Oriol’s Twitter: https://twitter.com/oriolvinyalsml
Oriol’s publications: https://scholar.google.com/citations?user=NkzyCvUAAAAJ
DeepMind’s Twitter: https://twitter.com/DeepMind
DeepMind’s Instagram: https://instagram.com/deepmind
DeepMind’s Website: https://deepmind.com
Papers:
1. Gato: https://deepmind.com/publications/a-generalist-agent
2. Flamingo: https://deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
3. Language Models are Few-Shot Learners: https://arxiv.org/abs/2005.14165
4. Emergent Abilities of Large Language Models: https://arxiv.org/abs/2206.07682
5. Attention Is All You Need: https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf

PODCAST INFO:
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– Medium: https://medium.com/@lexfridman

OUTLINE:
Here’s the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) – Introduction
(05:18) – AI
(20:14) – Weights
(26:33) – Gato
(1:01:22) – Meta learning
(1:15:21) – Neural networks
(1:37:46) – Emergence
(1:44:30) – AI sentience
(2:08:27) – AGI

Avsnitt(494)

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#493 – Jeff Kaplan: World of Warcraft, Overwatch, Blizzard, and Future of Gaming

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#492 – Rick Beato: Greatest Guitarists of All Time, History & Future of Music

#492 – Rick Beato: Greatest Guitarists of All Time, History & Future of Music

Rick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrument musician, playing guitar, bass, cello & piano. His incredible YouTube channel celebrates great musicians ...

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#491 – OpenClaw: The Viral AI Agent that Broke the Internet – Peter Steinberger

#491 – OpenClaw: The Viral AI Agent that Broke the Internet – Peter Steinberger

Peter Steinberger is the creator of OpenClaw, an open-source AI agent framework that’s the fastest-growing project in GitHub history. Thank you for listening ❤ Check out our sponsors: https://lexfridm...

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#490 – State of AI in 2026: LLMs, Coding, Scaling Laws, China, Agents, GPUs, AGI

#490 – State of AI in 2026: LLMs, Coding, Scaling Laws, China, Agents, GPUs, AGI

Nathan Lambert and Sebastian Raschka are machine learning researchers, engineers, and educators. Nathan is the post-training lead at the Allen Institute for AI (Ai2) and the author of The RLHF Book. S...

1 Feb 0s

#489 – Paul Rosolie: Uncontacted Tribes in the Amazon Jungle

#489 – Paul Rosolie: Uncontacted Tribes in the Amazon Jungle

Paul Rosolie is a naturalist, explorer, author of a new book titled Junglekeeper, and is someone who has dedicated his life to protecting the Amazon rainforest. Thank you for listening ❤ Check out our...

13 Jan 3h 14min

#488 – Infinity, Paradoxes that Broke Mathematics, Gödel Incompleteness & the Multiverse – Joel David Hamkins

#488 – Infinity, Paradoxes that Broke Mathematics, Gödel Incompleteness & the Multiverse – Joel David Hamkins

Joel David Hamkins is a mathematician and philosopher specializing in set theory, the foundations of mathematics, and the nature of infinity, and he’s the #1 highest-rated user on MathOverflow. He is ...

31 Dec 20250s

#487 – Irving Finkel: Deciphering Secrets of Ancient Civilizations & Flood Myths

#487 – Irving Finkel: Deciphering Secrets of Ancient Civilizations & Flood Myths

Irving Finkel is a scholar of ancient languages and a longtime curator at the British Museum, renowned for his expertise in Mesopotamian history and cuneiform writing. He specializes in reading and in...

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#486 – Michael Levin: Hidden Reality of Alien Intelligence & Biological Life

#486 – Michael Levin: Hidden Reality of Alien Intelligence & Biological Life

Michael Levin is a biologist at Tufts University working on novel ways to understand and control complex pattern formation in biological systems. Thank you for listening ❤ Check out our sponsors: http...

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