A.I. Expert Pedro Domingos on The Rise of The Machines [The Knowledge Project Ep. #13]

In this interview with AI expert Pedro Domingos, (@pmddomingos) you’ll learn about self-driving cars, where knowledge comes from, and the 5 schools of machine learning.

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On this episode of The Knowledge Project Podcast, I’m happy to have Pedro Domingos (@pmddomingos) who is a professor at the University of Washington.

Domingos is the leading researcher in machine learning and recently wrote an amazing book called The Master Algorithm. I was fortunate enough to have a long and fascinating conversation with him over dinner one night that lead to the recording of this episode. I think you’re going to love it.

In this conversation we explore:

  • The three sources from which all humans obtained their knowledge for thousands of years, and how a new fourth is changing everything.
  • How AI is finding its way into every sector of our lives, and what that means for future jobs and future opportunities
  • Why white collar jobs are easier to replace than blue collar jobs and what the workforce may look like in the near future
  • How a hedge fund recently placed an algorithm as a full voting member of their board of directors
  • The difference between traditional computer science and machine learning and how it will impact technology
  • The five major schools of machine learning and how they’re revoltionizing the way computers analyze information
  • How “robot scientists” could transform the way we make medical and scientific discoveries (one recently discovered a drug for malaria)
  • How machines might compete in professional sports and serve more entertainment purposes
  • The future of self-driving cars and how humans will learn to adapt to them as the technology improves
  • Pedro’s vision of the future of AI and human’s daily interaction with AI

If you use technology in any way, you’re going to be floored by this interview. Enjoy!

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Transcript

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