Eye On A.I.
Episodes
Programmatic labeling with Alex Ratner of Snorkel AI
28 Oct 2020
Contributed by Lukas
Alex Ratner, an assistant professor at the University of Washington and a cofounder and CEO of Snorkel AI, talks about programmatically labeling train...
Data Wrangling with Joe Hellerstein
14 Oct 2020
Contributed by Lukas
In the second episode of a series on the machine-learning pipeline, Joe Hellerstein, a professor at UC Berkeley, talks about data wrangling.
Turing Award Winner David Patterson - CPUs to GPUs to TPUs and Beyond
30 Sep 2020
Contributed by Lukas
Turing Award winner David Patterson talks about the end of Moore's law and the evolution of computer chips from general purpose CPUs to GPUs to th...
Great Power Competition in the Digital Age with Gilman Louie
16 Sep 2020
Contributed by Lukas
NSCAI commissioner Gilman Louie talks about great power competition in the digital age and the US need for a more technologically literate diplomatic ...
Turning AI from a Tool to a Teammate with Ken Ford
09 Sep 2020
Contributed by Lukas
Ken Ford, an NSCAI commissioner, talks about turning AI from a tool to a teammate and unshackling research and implementation of AI from government bu...
AI War Games Will Inform Military Doctrine with Katharina McFarland
02 Sep 2020
Contributed by Lukas
Katharina McFarland, an NSCAI commissioner, talks about the commission's recommendations on inserting AI into the National Defense Strategy and how...
Eric Horvitz on Ethical Uses of AI for National Security
26 Aug 2020
Contributed by Lukas
Eric Horvitz, Chief Scientific Officer at Microsoft and a commissioner with the National Security Commission on AI, talks about the commission's recom...
The Conundrum of AI Export Controls with Jason Matheny
19 Aug 2020
Contributed by Lukas
Jason Matheny, an NSCAI commissioner who now leads a think tank at Georgetown University focused on the intersections of technology, policy and nation...
Episode 48 - Mignon Clyburn
12 Aug 2020
Contributed by Lukas
Mignon Clyburn, an NSCAI commissioner and longtime regulator at the FCC, talks about the Commission's recommendations to increase competency in artifi...
Episode 47 - Talking Machines
04 Aug 2020
Contributed by Lukas
The Alexa Prize Socialbot Grand Challenge is a competition for university students to create a social bot that can converse coherently and engagingly ...
Episode 46 - Qualcomm Technologies
04 Aug 2020
Contributed by Lukas
Qualcomm Technologies is powering the shift to fifth generation wireless communications, known as 5G. In this sponsored episode, I speak to two of the...
Starting Project Maven with Lt. Gen. Jack Shanahan
22 Jul 2020
Contributed by Lukas
This week I speak to Lieutenant General Jack Shanahan, recently retired Director of the Pentagon's Joint Artificial Intelligence Center,or JAIC. ...
Episode 44 - Fei-Fei Li
08 Jul 2020
Contributed by Lukas
This week I speak to Stanford professor Fei-Fei Li, one of the people responsible for the current AI revolution. Fei-Fei talked about her early days r...
Episode 43 - Pietro Perona
24 Jun 2020
Contributed by Lukas
Pietro Perona, a professor at the California Institute of Technology, is one of the brains behind a pair of smartphone apps that help you do just that...
Episode 42 - Eric Horvitz
10 Jun 2020
Contributed by Lukas
In this week's episode, the last in a series of six, we talked to Eric Horvitz. Commissioner at the National Security Commission on AI and Chief Resea...
Episode 41 - Gilman Louie
03 Jun 2020
Contributed by Lukas
In this week's episode, we talk with NSCAI Commissioner Gilman Louie about line of effort's recommendations to Congress on how to maintain US leadersh...
Episode 40 - Jason Matheny
27 May 2020
Contributed by Lukas
NSCAI Commissioner Jason Matheny talks about his line of effort regarding cooperation on AI with key allies and partners. He spoke about his group's r...
Episode 39 - Katharina McFarland
20 May 2020
Contributed by Lukas
In the third episode of six episodes looking at the National Security Commission on AI 's first quarter recommendations to Congress, we speak with Kat...
Episode 38 - Jose-Marie Griffiths
13 May 2020
Contributed by Lukas
In this week's episode, we speak to Jose-Marie Griffiths, a commissioner on the National Security Commission on Artificial Intelligence, about the co...
Episode 37 - Andrew Moore
06 May 2020
Contributed by Lukas
In April 2020, the National Security Commission on Artificial Intelligence issued its first-quarter recommendations to Congress, covering seven lines ...
Episode 36 - Vittorio Sebastiano
15 Apr 2020
Contributed by Lukas
COVID-19 continues to sweep through the human population, killing some and damaging the health of others. While this podcast is normally focused on ma...
Episode 35 - Irina Rish
30 Mar 2020
Contributed by Lukas
COVID-19 has swept across the world was startling speed, but with equally startling speed, the machine learning community has responded. This week I s...
Episode 34 - David Cox
18 Mar 2020
Contributed by Lukas
There has been a debate in the past few years between the symbolists and the connectionists about the future of artificial intelligence. The sym...
Episode 33 - Justin Gottschlich
04 Mar 2020
Contributed by Lukas
Justin Gottschlich, who founded the machine programming research group at Intel Labs, explains his group's efforts to automate software development. T...
Episode 32 - Casimir Wierzynski
19 Feb 2020
Contributed by Lukas
This week I talk to Casimir Wierzynski, a senior director in Intel's AI Products Group, Cas talked about his work in privacy, taking me on a tour of t...
Episode 31 - Terry Sejnowski
05 Feb 2020
Contributed by Lukas
Terry Sejnowski, author of the book Deep Learning Revolution, who together with Geoff Hinton created Boltzmann machines, a deep learning network that ...
Episode 30 - The 3 Most Interesting Trends In AI
07 Jan 2020
Contributed by Lukas
We begin 2020 by looking back at some of the highlights from 2019 including conversations with Turing award winners, Yoshua, Bengio and Yann Lecun, as...
Episode 29 - Daphne Koller
11 Dec 2019
Contributed by Lukas
Daphne Koller, formerly at Stanford University and cofounder of the online education company, Coursera, talks this week about using machine-learning...
Episode 28 - Aude Billard
24 Nov 2019
Contributed by Lukas
My guest this week, Aude Billard from Switzerland's Learning Algorithms and Systems Laboratory, blends control theory with machine learning to build r...
Episode 27 - Eric Schmidt and Robert O. Work
04 Nov 2019
Contributed by Lukas
Former Google chief executive Eric Schmidt and former Deputy Defense Secretary Bob Work, co-chairs of the U.S. National Security Commission on AI, tal...
Episode 26 - Labelbox
24 Oct 2019
Contributed by Lukas
The secret in much of artificial intelligence today is that it depends on hordes of unskilled workers to label the data used to train supervised learn...
Episode 25 - Dawn Song
10 Oct 2019
Contributed by Lukas
This week, I talk to Dawn Song, one of the world's foremost experts in computer security, about her vision of a new paradigm in which people contro...
Episode 24 - Climate Change and AI
25 Sep 2019
Contributed by Lukas
A few months ago at the recent international conference on machine learning, a workshop and research paper launched a movement to use machine learning...
Episode 23 - AutoML with Determined AI
11 Sep 2019
Contributed by Lukas
Automated machine-learning tools – or tools that automate the creation of machine-learning applications – are increasingly important in the curren...
Episode 22 - Brendan McCord
29 Aug 2019
Contributed by Lukas
This week, I talk to Brendan McCord, who wrote the Pentagon's AI strategy and is now a Special Government Employee at the National Security Commission...
Episode 20 - John Platt
31 Jul 2019
Contributed by Lukas
This week I talk to John Platt, a Distinguished Scientist at Google, about twin problems: finding cheap zero-carbon energy sources and mitigating glob...
Episode 19 - Chelsea Finn
16 Jul 2019
Contributed by Lukas
This week we return to the world of thinking robots with Chelsea Finn, one of the youngest experts in the field, who talks about her journey, about he...
Episode 18 - Partha Talukdar
04 Jul 2019
Contributed by Lukas
This week, we look at AI in India. With its massive population, fast-growing economy, English-language education and large supply of brilliant researc...
Episode 17 - Yann Lecun
19 Jun 2019
Contributed by Lukas
This week I talk to Yann Lecun, one of the brightest minds in machine learning today. Yann's work lies behind some of the most critical AI applicatio...
Episode 16 - Trae Stephens and Brian Schimpf
05 Jun 2019
Contributed by Lukas
This week I talk to Trae Stephens and Brian Schimpf from Anduril Industries, an AI defense contractor, about the current state of AI research and depl...
Episode 15 - Ken Church
16 May 2019
Contributed by Lukas
This week, I talk to Ken Church, a pioneer in Natural Language Processing, whose use of statistical models on part of speech tagging revolutionized th...
Episode 14 - Sergey Levine
02 May 2019
Contributed by Lukas
This week, I talk to Sergey Levine, one of the most prolific researchers in robot learning. We talked about developing a robot's sense of touch and a...
Episode 13 - Pieter Abbeel
17 Apr 2019
Contributed by Lukas
Thinking robots: that's how much of the world envisions artificial intelligence and if there is one person on the planet who understands the limitatio...
Episode 12 - Samy Bengio and Yoshua Bengio
03 Apr 2019
Contributed by Lukas
This week I talk to the Bengio brothers, Samy and Yoshua, in their first interview together. Yoshua recently won the Turing Award with Geoff Hinton an...
Rich Sutton Edit V5-Norm 01-01
20 Mar 2019
Contributed by Lukas
Episode 10 - Pedro Domingos
07 Mar 2019
Contributed by Lukas
In this week's episode, I talk to Pedro Domingos, author of the bestselling book, The Master Algorithm, which is about the ongoing effort to unify mac...
Episode 9 - Liang Huang
20 Feb 2019
Contributed by Lukas
Resurrecting the Tower of Babel with machine learning: In this week's episode, we talk to Liang Huang, principal scientist at Baidu Research in Silico...
Episode 8 - Bernhard Schölkopf & Matthias Bethge
05 Feb 2019
Contributed by Lukas
In this episode of Eye on AI, I continue my review of AI research in different regions of the world with a focus on Europe. Europe, with its strong ac...
Episode 7 - Ben Rosman
20 Dec 2018
Contributed by Lukas
In this episode of Eye on AI, I talk to Ben Rosman, who runs Africa's largest machine learning lab at the University of Witwatersrand in Johannesburg,...
Episode 6 - Julian Togelius
27 Nov 2018
Contributed by Lukas
In this episode of Eye on AI, I talk to Julian Togelius, perhaps the most prolific researcher at the intersection of video games and artificial int...
Episode 5 - Miles Brundage
06 Nov 2018
Contributed by Lukas
In this episode of Eye on AI, I talk to Miles Brundage, who studies the societal impacts of artificial intelligence and works on the policy team of Op...
Episode 4 - Kaifu Lee
22 Oct 2018
Contributed by Lukas
In this episode of Eye on AI, I talk to Kaifu Lee, a thought leader on AI in China. Kaifu just published the book, AI Superpowers: China, Silicon Val...
Episode 3 - Misha Bilenko
08 Oct 2018
Contributed by Lukas
In Episode 3 of Eye on AI, I talk to Misha Bilenko, head of AI at Yandex, the Google of Russia, about Vladimir Putin's claim that whomever dominates ...
Episode 2 demo - Jack Clark
08 Oct 2018
Contributed by Lukas
In Episode 2 of Eye on AI, I talk to Jack Clark, Strategy and Communications Director at OpenAI, a nonprofit A.I. research company, in a wide-ranging...
Episode 1 demo - Jack Clark
08 Oct 2018
Contributed by Lukas
In Episode 1 of Eye on AI, I talk to Jack Clark, Strategy and Communications Director at OpenAI, a nonprofit A.I. research company, in a wide-ranging ...