Daphne Koller: Biomedicine and Machine Learning | Lex Fridman Podcast #93
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.
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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
PODCAST INFO:
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Full episodes playlist:
https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
Clips playlist:
https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41
OUTLINE:
0:00 - Introduction
2:22 - Will we one day cure all disease?
6:31 - 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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Chapters (14)
Introduction
2:22
Will we one day cure all disease?
6:31
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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