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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 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…
FIP 28.3 - at Purdue
Manage episode 439892023 series 2435922
Contenido proporcionado por Krystal Vivian and 1380 The Fan / Podcasts By Federated Media. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Krystal Vivian and 1380 The Fan / Podcasts By Federated Media o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
Phil and Tim discuss last week's devastating upset loss to Northern Illinois, if it's Angeli time at QB and how the Irish can bounce back at old rival, Purdue.
See omnystudio.com/listener for privacy information.
103 episodios
Manage episode 439892023 series 2435922
Contenido proporcionado por Krystal Vivian and 1380 The Fan / Podcasts By Federated Media. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Krystal Vivian and 1380 The Fan / Podcasts By Federated Media o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
Phil and Tim discuss last week's devastating upset loss to Northern Illinois, if it's Angeli time at QB and how the Irish can bounce back at old rival, Purdue.
See omnystudio.com/listener for privacy information.
103 episodios
Todos los episodios
×It's been 36 years since the Irish were crowned national champions of college football, but they have a chance to do that again Monday night against Ohio State. Phil and Tim break it all down on the final version of Fighting Irish Preview for the 2024 season. See omnystudio.com/listener for privacy information.…
The Irish dominate Georgia in the Sugar Bowl and are now in the Final Four. Phil and Tim break it all down as the Irish head to Miami with the chance to advance to the national championship game. See omnystudio.com/listener for privacy information.
Phil and Tim recap the College Football Playoffs opening round win over Indiana and the upcoming Sugar Bowl matchup against Georgia. See omnystudio.com/listener for privacy information.
After waiting three weeks, the College Football Playoffs expansion to 12-teams is finally here, and Phil and Tim are back to breakdown the showdown of Indiana as the Irish take on the Hoosiers in the 7/10 matchup in South Bend Friday night. See omnystudio.com/listener for privacy information.
On Rivalry Weekend in College Football, the Irish take on a much-improved USC team in order to put a final stamp on their CFP resume. See omnystudio.com/listener for privacy information.
The Irish invade NYC to take on an undefeated Army team in Yankee Stadium See omnystudio.com/listener for privacy information.
After the FSU blowout last weekend, another ACC comes to town with upset in mind. See omnystudio.com/listener for privacy information.
After the final bye week of the season, Phil and Tim discuss the first of ND's last four games, Florida State. This is not your typical Florida State team either. They discuss the playoff committee's first release of the new 12-team playoff bracket as well. See omnystudio.com/listener for privacy information.…
The Irish are hot and ready for their last four games, but first they get to rest up during another bye week. Phil and Tim discuss many things in this week's edition of the show. See omnystudio.com/listener for privacy information.
Phil and Tim discuss slow starts and if that is a recipe for disaster this weekend when they play a legit Navy team in East Rutherford, NJ. See omnystudio.com/listener for privacy information.
Phil and Tim are back this week to recap the Stanford blow out and the challenge this week of playing Georgia Tech in Atlanta. See omnystudio.com/listener for privacy information.
How much did last week's bye week help the Irish get healthy as the Cardinal invade South Bend this weekend? Phil and Tim break it all down in this week's show. See omnystudio.com/listener for privacy information.
Phil and Tim discuss the Louisville game as well as the first 5 weeks as Notre Dame gets to enjoy a much-needed bye week this weekend. See omnystudio.com/listener for privacy information.
After the dismantling of the Boilermakers, Phil and Tim break down that game and this weekend's 2nd MAC matchup in 15 days. Will this week's 28-point favorites line against the RedHawks of Miami ring truer than two weeks ago? See omnystudio.com/listener for privacy information.
Phil and Tim discuss last week's devastating upset loss to Northern Illinois, if it's Angeli time at QB and how the Irish can bounce back at old rival, Purdue. See omnystudio.com/listener for privacy information.
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