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TechSurge: Deep Tech VC Podcast
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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 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…
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Manage episode 430309625 series 3504363
Contenido proporcionado por So... Alright. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente So... Alright 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.
Geoff ponders a question of olfactory time travel.
Learn more about your ad choices. Visit megaphone.fm/adchoices
77 episodios
Manage episode 430309625 series 3504363
Contenido proporcionado por So... Alright. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente So... Alright 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.
Geoff ponders a question of olfactory time travel.
Learn more about your ad choices. Visit megaphone.fm/adchoices
77 episodios
Todos los episodios
×Geoff answers some viewer questions, talks about not talking about basketball, and dives into just how often we are being filmed, photographed, and recorded throughout our lives. It's a lot. Learn more about your ad choices. Visit megaphone.fm/adchoices
Could you walk the Earth? How about the Moon? Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff dives into the most unexpected sports trade in a long damn time. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff goes down the dog breed rabbit hole, and also gives an inspired update on the state of his baseball card collection. Learn more about your ad choices. Visit megaphone.fm/adchoices
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1 My Homage to David Lynch 1:07:58
1:07:58
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The world lost a unique creative force recently, and Geoff spends a good hour reminiscing and honoring one of his absolute heroes. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff does some Amazon spelunking, and also gets diarrhea. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff gets sidetracked with some fantastic questions. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff talks about his new love of hockey, eating crow, and looking forward to what 2025 has to offer. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff cleans out his notes and inbox to get ready for 2025. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff sorts into his power tool house, reads some viewer mail, and reminisces about former jobs. Learn more about your ad choices. Visit megaphone.fm/adchoices
This week Geoff talks about putting air in tires, the top US travel destinations, and Vincent Price. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff tells a story about a very bad day for the coastal city of Galveston. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff dives into the history of the Wheel of Fortune. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff gets sappy and lists the things he's thankful for this holiday season. Learn more about your ad choices. Visit megaphone.fm/adchoices
Geoff look at a few urban legends of the music industry, while lamenting a lamentable fact of the modern NBA. Learn more about your ad choices. Visit megaphone.fm/adchoices
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