Artificial Intelligence and You cover image

Artificial Intelligence and You

188 - Guest: Peter Norvig, AI professor/author/researcher, part 1

Jan 22, 2024
AI professor/author/researcher Peter Norvig discusses the evolution of AI systems, the challenges of AI in chess, advancements and limitations in language processing of computers, and the development of a humanoid robot airplane pilot.
26:21

Episode guests

Podcast summary created with Snipd AI

Quick takeaways

  • The evolution of AI from the expert system approach to probability-based models and machine learning, as represented by the creation of the textbook 'Artificial Intelligence: A Modern Approach'.
  • The shift from explicit, rigid symbol-based systems to connectionist models, such as neural networks, which allowed for the representation of concepts as points in a multidimensional space and greatly contributed to recent AI advancements in pattern recognition and learning from examples.

Deep dives

The Development of the Standard AI Textbook

Peter Norvig, co-author of the textbook 'Artificial Intelligence: A Modern Approach,' shares the story behind its creation. In the 1980s, the field was dominated by the expert system approach, where AI systems were built based on self-reports of experts. However, in the late 80s and 90s, there was a shift towards probability-based models and machine learning, which required a new textbook. Norvig, along with Stuart Russell, decided to write a book that represented the changing field. They completed the first edition remotely, and the book has since become the standard AI textbook used in universities worldwide.

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode