Charles Isbell makes the case for more ethical AI
In episode twelve of The Robot Brains Podcast we are joined by Charles Isbell Jr, professor and Dean of the College of Computing at the Georgia Institute of Technology. After starting his career as an industrial researcher at the legendary Bell Labs, and a long research career in Interactive and Human-Centric AI, Charles has more recently turned his attention to the major issues of ethics, fairness and diversity that are becoming ever more important as AI is being deployed in the real world. Speaking with Pieter Abbeel, Charles explains why researchers can find making ethical AI challenging, his fascinating keynote speech at NeurIPS, and how more diversity in academic admissions can help to improve AI research. Host: Pieter Abbeel | Executive Producers: Ricardo Reyes & Henry Tobias Jones | Audio Production: Kieron Matthew Banerji | Title Music: Alejandro Del Pozo Hosted on Acast. See acast.com/privacy for more information.
#148 – Charles Isbell and Michael Littman: Machine Learning and Education
Charles Isbell is the Dean of the College of Computing at Georgia Tech. Michael Littman is a computer scientist at Brown University. Please support this podcast by checking out our sponsors:
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EPISODE LINKS:
Charles’s Twitter: https://twitter.com/isbellHFh
Charles’s Website: https://www.cc.gatech.edu/~isbell/
Michael’s Twitter: https://twitter.com/mlittmancs
Michael’s Website: https://www.littmania.com/
Michael’s YouTube: https://www.youtube.com/user/mlittman
PODCAST INFO:
Podcast website: https://lexfridman.com/podcast
Apple Podcasts: https://apple.co/2lwqZIr
Spotify: https://spoti.fi/2nEwCF8
RSS: https://lexfridman.com/feed/podcast/
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SUPPORT & CONNECT:
– Check out the sponsors above, it’s the best way to support this podcast
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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
(07:51) – Is machine learning just statistics?
(12:14) – NeurIPS vs ICML
(14:30) – Data is more important than algorithm
(20:14) – The role of hardship in education
(28:57) – How Charles and Michael met
(33:30) – Key to success: never be satisfied
(36:47) – Bell Labs
(48:15) – Teaching machine learning
(58:25) – Westworld and Ex Machina
(1:06:24) – Simulation
(1:13:14) – The college experience in the times of COVID
(1:41:52) – Advice for young people
(1:48:44) – How to learn to program
(2:00:07) – Friendship
Machine Learning as a Software Engineering Enterprise with Charles Isbell - #441
As we continue our NeurIPS 2020 series, we’re joined by friend-of-the-show Charles Isbell, Dean, John P. Imlay, Jr. Chair, and professor at the Georgia Tech College of Computing.
This year Charles gave an Invited Talk at this year’s conference, You Can’t Escape Hyperparameters and Latent Variables: Machine Learning as a Software Engineering Enterprise. In our conversation, we explore the success of the Georgia Tech Online Masters program in CS, which now has over 11k students enrolled, and the importance of making the education accessible to as many people as possible. We spend quite a bit speaking about the impact machine learning is beginning to have on the world, and how we should move from thinking of ourselves as compiler hackers, and begin to see the possibilities and opportunities that have been ignored.
We also touch on the fallout from Timnit Gebru being “resignated” and the importance of having diverse voices and different perspectives “in the room,” and what the future holds for machine learning as a discipline.
The complete show notes for this episode can be found at twimlai.com/go/441.
#135 – Charles Isbell: Computing, Interactive AI, and Race in America
Charles Isbell is the Dean of the College of Computing at Georgia Tech. Please support this podcast by checking out our sponsors:
– Neuro: https://www.getneuro.com and use code LEX to get 15% off
– Decoding Digital: https://appdirect.com/decoding-digital
– MasterClass: https://masterclass.com/lex to get 15% off annual sub
– Cash App: https://cash.app/ and use code LexPodcast to get $10
EPISODE LINKS:
Charles’s Twitter: https://twitter.com/isbellHFh
Charles’s Website: https://www.cc.gatech.edu/~isbell/
PODCAST INFO:
Podcast website: https://lexfridman.com/podcast
Apple Podcasts: https://apple.co/2lwqZIr
Spotify: https://spoti.fi/2nEwCF8
RSS: https://lexfridman.com/feed/podcast/
YouTube Full Episodes: https://youtube.com/lexfridman
YouTube Clips: https://youtube.com/lexclips
SUPPORT & CONNECT:
– Check out the sponsors above, it’s the best way to support this podcast
– Support on Patreon: https://www.patreon.com/lexfridman
– Twitter: https://twitter.com/lexfridman
– Instagram: https://www.instagram.com/lexfridman
– LinkedIn: https://www.linkedin.com/in/lexfridman
– Facebook: https://www.facebook.com/LexFridmanPage
– 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
(07:16) – Top 3 movies of all time
(13:26) – People are easily predictable
(19:08) – Breaking out of our bubbles
(30:54) – Interactive AI
(37:26) – Lifelong machine learning
(45:53) – Faculty hiring
(53:27) – University rankings
(1:00:55) – Science communicators
(1:10:20) – Hip hop
(1:19:20) – Funk
(1:20:44) – Computing
(1:36:35) – Race
(1:52:40) – Cop story
(2:01:01) – Racial tensions
(2:10:23) – MLK vs Malcolm X
(2:13:44) – Will human civilization destroy itself?
(2:18:14) – Fear of death and the passing of time
Charles Isbell - Interactive AI, Plus Improving ML Education - TWiML Talk #4
My guest this time is Charles Isbell, Jr., Professor and Senior Associate Dean in the College of Computing at Georgia Institute of Technology. Charles and I go back a bit… in fact he’s the first AI researcher I ever met. His research focus is what he calls “interactive artificial intelligence,” a discipline of AI focused specifically on the interactions between AIs and humans. We explore what this means and some of the interesting research results in this field. One part of this discussion I found particularly interesting was the intersection between his AI research and marketing and behavioral economics. Beyond his research, Charles is well known in the ML and AI worlds for his popular Machine Learning course sequence on Udacity, which he teaches with Brown University professor Michael Littman, and for the Online Master’s of Science in Computer Science program that he helped launch at Georgia Tech. We also spend quite a bit of time talking about what’s really missing in machine learning education and how to make it more accessible. The notes for this show can be found at twimlai.com/talk/4.
