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#93 – Daphne Koller: Biomedicine and Machine Learning

Lex Fridman Podcast

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Daphne Koller is a professor of computer science at Stanford University, a co-founder of Coursera with Andrew Ng and Founder and CEO of insitro, a company at the intersection of machine learning and biomedicine.

Support this podcast by signing up with these sponsors:
– Cash App – use code “LexPodcast” and download:
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EPISODE LINKS:
Daphne's Twitter: https://twitter.com/daphnekoller
Daphne's Website: https://ai.stanford.edu/users/koller/index.html
Insitro: http://insitro.com

This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on Apple Podcasts, follow on Spotify, or support it on Patreon.

Here's the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.

OUTLINE:
00:00 - Introduction
02:22 - Will we one day cure all disease?
06:31 - Longevity
10:16 - Role of machine learning in treating diseases
13:05 - A personal journey to medicine
16:25 - Insitro and disease-in-a-dish models
33:25 - What diseases can be helped with disease-in-a-dish approaches?
36:43 - Coursera and education
49:04 - Advice to people interested in AI
50:52 - Beautiful idea in deep learning
55:10 - Uncertainty in AI
58:29 - AGI and AI safety
1:06:52 - Are most people good?
1:09:04 - Meaning of life

Daphne Koller is a professor of computer science at Stanford University, a co-founder of Coursera with Andrew Ng and Founder and CEO of insitro, a company at the intersection of machine learning and biomedicine.
Support this podcast by signing up with these sponsors: 
– Cash App – use code “LexPodcast” and download: 
– Cash App (App Store): <a href="https://apple.co/2sPrUHe">https://apple.co/2sPrUHe</a> 
– Cash App (Google Play): <a href="https://bit.ly/2MlvP5w">https://bit.ly/2MlvP5w</a>
EPISODE LINKS: 
Daphne’s Twitter: <a href="https://twitter.com/daphnekoller">https://twitter.com/daphnekoller</a> 
Daphne’s Website: <a href="https://ai.stanford.edu/users/koller/index.html">https://ai.stanford.edu/users/koller/index.html</a> 
Insitro: <a href="http://insitro.com">http://insitro.com</a>
This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to <a href="https://lexfridman.com/ai">https://lexfridman.com/ai</a> or connect with @lexfridman on <a href="https://twitter.com/lexfridman">Twitter</a>, <a href="https://www.linkedin.com/in/lexfridman/">LinkedIn</a>, <a href="https://www.facebook.com/lexfridman">Facebook</a>, <a href="https://medium.com/@lexfridman">Medium</a>, or <a href="https://www.youtube.com/lexfridman">YouTube</a> where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on <a href="https://podcasts.apple.com/us/podcast/artificial-intelligence/id1434243584">Apple Podcasts</a>, follow on <a href="https://open.spotify.com/show/2MAi0BvDc6GTFvKFPXnkCL">Spotify</a>, or support it on <a href="https://www.patreon.com/lexfridman">Patreon</a>.
Here’s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.
OUTLINE: 
00:00 – Introduction 
02:22 – Will we one day cure all disease? 
06:31 – Longevity 
10:16 – Role of machine learning in treating diseases 
13:05 – A personal journey to medicine 
16:25 – Insitro and disease-in-a-dish models 
33:25 – What diseases can be helped with disease-in-a-dish approaches? 
36:43 – Coursera and education 
49:04 – Advice to people interested in AI 
50:52 – Beautiful idea in deep learning 
55:10 – Uncertainty in AI 
58:29 – AGI and AI safety 
1:06:52 – Are most people good? 
1:09:04 – Meaning of life

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#93 – Daphne Koller: Biomedicine and Machine Learning

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