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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
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 mathematical concepts that power 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…
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Content provided by Mud DUX!!! The true stories of Triathlon.. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mud DUX!!! The true stories of Triathlon. or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
True Triathlon Junkies, with a gift for gab.
…
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7 episoade
Marcați toate (ne)redate ...
Manage series 2137401
Content provided by Mud DUX!!! The true stories of Triathlon.. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mud DUX!!! The true stories of Triathlon. or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
True Triathlon Junkies, with a gift for gab.
…
continue reading
7 episoade
Tous les épisodes
×12,000 feet of climbing... what could go wrong? For the next 25 minutes we'll let you know!

1 Rolling Coal ain't a triathlon discipline 14:31
14:31
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The last thing you need on a cold and rainy ride is some redneck punching the gas pedal right beside you and covering you in black soot.

1 Boats & Lamprey Ells and Loons Oh My! 17:15
17:15
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When you put on the rubber Triathlon Swim suit, that is when inanimate objects attack... as well as things that can move quicker than you.

1 John Young Endurance Stories 34:08
34:08
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John Young Sit down with the Mud DUX and tells his story. From the first Triathlon to the his first Ironman and even his current challenge of completing 12 marathons in 12 months. He's fresh off the Boston Marathon, so we'll get his take on a ridiculous weather day... by the way he PR'd that day.

1 Dieter and the Terrible, Horrible, No Good, Very Bad (race) Day. 20:19
20:19
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If it can go wrong on race day... It most likely has. At least for Dieter.

1 YOU! ARE! AN IRONMAN!... and stuff 41:38
41:38
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Crossing that line for the first time... A feeling the boys will never forget! Mud DUX!!!

1 Volunteering at Ironman Arizona (IMAZ) 26:37
26:37
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The Mud DUX do a little volunteering and recon at Ironman Arizona in 2013.
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