The Robot Brains Podcast

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Missy Cummings asks: should the US Military use AI weapons?

Season 1, Ep. 13

In episode thirteen of The Robot Brains Podcast we meet Mary "Missy" Cummings, former US Airforce fighter pilot and Professor at the Duke University Pratt School of Engineering. Missy tells us her incredible story moving from the theatre of war to the laboratories of computer sciences and explains how she became one of the chief proponents in the movement to ensure AI-to-human (like autonomous vehicles) interactions have stricter safety controls. During her chat with our host Pieter Abbeel, Missy also talks about her non-feud feud with Elon Musk and Tesla's autonomous vehicles, the role of AI and robotics in the military and how AI robots need to be built with human-centric safety controls. Host: Pieter Abbeel | Executive Producers: Ricardo Reyes & Henry Tobias Jones | Audio Production: Kieron Matthew Banerji | Title Music: Alejandro Del Pozo

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6/1/2022

Geoff Hinton on revolutionizing artificial intelligence... again

Season 2, Ep. 22
Over the past ten years, AI has experienced breakthrough after breakthrough in everything from computer vision to speech recognition, protein folding prediction, and so much more.Many of these advancements hinge on the deep learning work conducted by our guest, Geoff Hinton, who has fundamentally changed the focus and direction of the field. A recipient of the Turing Award, the equivalent of the Nobel prize for computer science, he has over half a million citations of his work. Hinton has spent about half a century on deep learning, most of the time researching in relative obscurity. But that all changed in 2012 when Hinton and his students showed deep learning is better at image recognition than any other approaches to computer vision, and by a very large margin. That result, that moment, known as the ImageNet moment, changed the whole AI field. Pretty much everyone dropped what they had been doing and switched to deep learning.Geoff joins Pieter in our two-part season finale for a wide-ranging discussion inspired by insights gleaned from Hinton’s journey from academia to Google Brain. The episode covers how existing neural networks and backpropagation models operate differently than how the brain actually works; the purpose of sleep; and why it’s better to grow our computers than manufacture them.SUBSCRIBE TO THE ROBOT BRAINS PODCAST TODAY | Visittherobotbrains.aiand follow us on YouTube atTheRobotBrainsPodcast, Twitter@therobotbrains, and Instagram@therobotbrains.