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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…
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Manage episode 267602415 series 1937154
Contenido proporcionado por MyFckdUpFamily. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente MyFckdUpFamily 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.
Naomi's childhood was filled with an ever-changing cast of soap-opera-worthy characters. But by the time she turned 18, she knew the storyline had run its course.
…
continue reading
25 episodios
Manage episode 267602415 series 1937154
Contenido proporcionado por MyFckdUpFamily. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente MyFckdUpFamily 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.
Naomi's childhood was filled with an ever-changing cast of soap-opera-worthy characters. But by the time she turned 18, she knew the storyline had run its course.
…
continue reading
25 episodios
Todos los episodios
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Sometimes it takes the actions of others in our family to reveal what we are truly like ourselves. In this episode, hear how Tom's son Alex showed a sense of bravery and sacrifice that was clearly a family trait.
When documentary film-maker Kirsten Johnson discovered her Dad was afflicted with the same disease as her late Mother, she found the best way to treat her grief was with a strong dose of dark humour.
Where there's smoke, there's fire right? Not in the Walchuck family, where a parent's prejudice turned sibling rivalry into a battle between good and evil.
Rain on your wedding day can be seen as a sign of good fortune or a prescient nod to the gloomy days ahead. But there's only one way to read the disturbing signals on Judy's big day.
For James, a shocking family tragedy made him appreciate his inspirational father, and the life lessons he had passed on.
Lorraine’s identity had been shrouded in secrecy and shame for almost 40 years before she took the brave step to discover her roots. But the final revelation came with unexpected twist.
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Naomi's childhood was filled with an ever-changing cast of soap-opera-worthy characters. But by the time she turned 18, she knew the storyline had run its course.
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