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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…
A Man Named Forsythe (PT 4)
Manage episode 285514517 series 2630156
Kandungan disediakan oleh Doctor Faustus Illuminatus. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Doctor Faustus Illuminatus atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.
Forsythe wakes up hungover and ruminates over his career choices and his future options.
BACKGROUND SCORE:
"I Knew a Guy" by Kevin MacLeod (https://incompetech.com)
License: CC BY (http://creativecommons.org/licenses/by/4.0/)
--- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support60 episod
Manage episode 285514517 series 2630156
Kandungan disediakan oleh Doctor Faustus Illuminatus. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Doctor Faustus Illuminatus atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.
Forsythe wakes up hungover and ruminates over his career choices and his future options.
BACKGROUND SCORE:
"I Knew a Guy" by Kevin MacLeod (https://incompetech.com)
License: CC BY (http://creativecommons.org/licenses/by/4.0/)
--- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support60 episod
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1 (S2) EP 6 -- A Man Named Forsythe (PT 11) 12:12
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--Part 11 of an ongoing series-- Forsythe gets the shock of his life...but perhaps not everything is as it seems. BACKGROUND SCORE: "I Knew a Guy" by Kevin MacLeod (https://incompetech.com) License: CC BY (http://creativecommons.org/licenses/by/4.0/) AD CREDIT: Bernard Doe Speaks (PSA 1) © 2017-2022 Bernard Doe and TDP Productions. AD LOOP: 'Sad Rhodes Lofi in Rain 2' by AntonFcn (looperman.com). --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support…

1 (S2) EP 5 -- A Man Named Forsythe (PT 10) 11:49
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--Part 10 of an ongoing series-- Wilson briefs Forsythe on the significance of the Yellowbook to the future stability of humanity. BACKGROUND SCORE: "I Knew a Guy" by Kevin MacLeod (https://incompetech.com) License: CC BY (http://creativecommons.org/licenses/by/4.0/) AD CREDIT: Chronos Associates 'The Future Is Now' ©2017-2022, 2379 Chronos Associates and TDP Productions. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support…

1 (S2) EP 4 -- A Man Named Forsythe (PT 9) 16:40
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--Part 9 of an ongoing series-- Forsythe hears some crazy stories about the Yellowbook and the technology humankind has purportedly received from elsewhere -- but how much of it is true and how much of it is disinformation? BACKGROUND SCORE: "I Knew a Guy" by Kevin MacLeod (https://incompetech.com) License: CC BY (http://creativecommons.org/licenses/by/4.0/) AD CREDIT: Leonard Velcro Pants ©2017-2022, Leonard Williams and TDP Productions. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support…

1 (S2) EP 3 -- A Man Named Forsythe (PT 8) 12:07
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--Part 8 of an ongoing series-- Forsythe meets Wilson for a secretive pivotal meeting at the new state-of-the-art aerospace hangar. BACKGROUND SCORE: "I Knew a Guy" by Kevin MacLeod (https://incompetech.com) License: CC BY (http://creativecommons.org/licenses/by/4.0/) AD CREDIT: Dexter Houser ©2017-2022, Dexter Houser and TDP Productions. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support…

1 (S2) EP 2 -- A Man Named Forsythe (PT 7) 12:02
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--Part 7 of an ongoing series-- Our friend Forsythe is in a pickle, but gains a leg up from some unexpected, but welcome assistance. BACKGROUND SCORE: "I Knew a Guy" by Kevin MacLeod (https://incompetech.com) License: CC BY (http://creativecommons.org/licenses/by/4.0/) AD CREDIT: Leonard Velcro Pants ©2017-2022, Leonard Williams and TDP Productions. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support…

1 (S2) EP 1 -- An Interview with Dr. Wallace Zed 21:15
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An early interview with infamous underground cult leader Dr. Wallace Zed. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
Inside the home of the conspirator at last. BACKGROUND SCORE: 'Gelotophobia - Atmospheric' © 2021 by Jinglecraft. Visit: jinglecraft.com for details. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
Plans come together, and the moment of reckoning draws near... BACKGROUND SCORE: 'Gelotophobia - Atmospheric' © 2021 by Jinglecraft. Visit: jinglecraft.com for details. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
A little blackmail procures a key to one of the conspirator's castles. BACKGROUND SCORE: 'Gelotophobia - Atmospheric' © 2021 by Jinglecraft. Visit: jinglecraft.com for details. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
Our tormented host hatches a sinister plan to regain his dignity. BACKGROUND SCORE: 'Gelotophobia - Atmospheric' © 2021 by Jinglecraft. Visit: jinglecraft.com for details. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
The plot thickens as a plan crystallizes. BACKGROUND SCORE: 'Gelotophobia - Atmospheric' © 2021 by Jinglecraft. Visit: jinglecraft.com for details. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
Our host overcomes his fears, if only for a moment...but he sees hope for an ultimate escape from his tormented existence. BACKGROUND SCORE: 'Gelotophobia - Atmospheric' © 2021 by Jinglecraft. Visit: jinglecraft.com for details. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support…
Our host makes an important discovery that eases his mind...slightly. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
Some guests pay a visit to our tormented host...one of them is unwanted. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
Our tormented subject tests his nerve by driving his for the first time since his disfiguring accident. --- Support this podcast: https://podcasters.spotify.com/pod/show/thedevilsplayground/support
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