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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
Toista Myöhemmin
Toista Myöhemmin
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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…
The Statue
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Manage series 3424279
Sisällön tarjoaa WHYY. WHYY tai sen podcast-alustan kumppani lataa ja toimittaa kaiken podcast-sisällön, mukaan lukien jaksot, grafiikat ja podcast-kuvaukset. Jos uskot jonkun käyttävän tekijänoikeudella suojattua teostasi ilman lupaasi, voit seurata tässä https://fi.player.fm/legal kuvattua prosessia.
Episodes for The Statue
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7 jaksoa
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Manage series 3424279
Sisällön tarjoaa WHYY. WHYY tai sen podcast-alustan kumppani lataa ja toimittaa kaiken podcast-sisällön, mukaan lukien jaksot, grafiikat ja podcast-kuvaukset. Jos uskot jonkun käyttävän tekijänoikeudella suojattua teostasi ilman lupaasi, voit seurata tässä https://fi.player.fm/legal kuvattua prosessia.
Episodes for The Statue
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7 jaksoa
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×We receive a mysterious micro-cassette containing a 20-year-old voicemail message from Sylvester Stallone. It allows us to tap into the mind of the man himself — uncovering why he created Rocky and what elements of Philadelphia he used to build the world around him. We meet possibly the biggest Rocky fan ever. Then, from the top of the Art Museum steps, we explore what the Rocky statue can teach us about the future of our monuments. Show Notes NPR interviews Michael Vitez and Tom Gralish , authors of Rocky Stories. Rocky Stories , by Michael Vitez and Tom Gralish. The documentary about Mike Kunda, The Pretender . Kunda’s podcast, The Rocky Files . Kunda’s Rocky Tours in Philly. Kirk Savage, Tangled Histories blog . Salamishah Tillet and Paul Farber, National Mall monuments exhibition . Rocky’s 40th anniversary documentary.…
We journey to the bright lights of Hollywood to meet Rocky’s original sculptor, A. Thomas Schomberg. Also, we glimpse at rare, behind-the-scenes photos of Stallone and the artist during the statue’s creation. Back in Philly, we visit a foundry and a life-size replica of the Statue of David near City Hall to understand how statues are created. Finally, we go behind the scenes on opening night as Rocky the Musical makes its hometown debut. Show Notes Amerika Idol featuring Boris Staparac. The works of A. Thomas Schomberg. Rocky the Musical at the Walnut Street Theatre. Pennsylvania Academy of the Fine Arts. A brief history of sculpture.…
In a city that has seen dramatic change since Rocky’s time, why do so many still identify with this movie character? We tour the neighborhoods where Rocky lived to understand their modern-day challenges, like development, violence and addiction. Along the way, we meet courageous advocates and public artists who fight every day to bring hope and opportunity to their communities. Show Notes Rocky, original screenplay Michelle Angela Ortiz, Our Market Project Operation Save Our City , Roz Pichardo FB Page Learn more about “ Mama Sunshine ” Kensington Corridor Trust website Learn to administer Narcan…
Ask the average person who’s the most famous boxer from Philadelphia and they’re likely to reply with “Rocky Balboa.” In fact, it was the real-life heavyweight champion Joe Frazier who ran up the Art Museum steps and boxed raw meat sides at a slaughterhouse. We examine who is remembered when we build monuments to our heroes, and who gets left out — and visit the places around Philadelphia where Smokin’ Joe’s legacy lives on. Show Notes The Fight of the Century Mark Kram Jr., Smokin’ Joe: The Life of Joe Frazier Official Joe Frazier website Brent Leggs and the National Trust for Historic Preservation James Shuler Memorial Boxing Gym Joe Frazier and the Knockouts on the Ed Sullivan Show…
We go down the Rocky rabbit hole to understand how the fictional fighter grew from one man’s rough sketch into a global icon. Exploring Stallone’s Instagram art history lessons, interviews about his paintings with Oprah, and a limited-edition art book worth thousands of dollars, we learn that hiding behind the macho action star is a man who longs to be understood as a thoughtful artist. Show Notes Sly Stallone meets Rocky Balboa Official website for filmmaker André Robert Lee Sylvester Stallone, Rocky. The Complete Films Sylvester Stallone, The Official Rocky Scrapbook Stallone on the Oprah Winfrey Show Stallone giving a tour of his painting exhibition, 2011…
An estimated 4 million people visit the Rocky Statue every year. That’s more than double the amount that go to the Liberty Bell. Surprising for a monument that the city once rejected as merely a movie prop. We speak to people who wait in line to snap a picture or run up the Art Museum steps to find out what motivates this pilgrimage. Their surprising answers take us across the globe and range from quirky to deep. Show Notes Laura Holzman’s book Contested Image: Defining Philadelphia for the Twenty-First Century. 6ABC News clips from the Temple University Libraries Digital Collections. Website for Steadicam inventor Garrett Brown. Learn more about Haseeb Payab’s journey from Afghanistan to Philly in this article from the Philadelphia Inquirer. Visiting the Rocky Statue and Art Museum Steps. The official Rocky Statue website.…
The Statue, the story of a monument to the greatest Philadelphian who never lived, from WHYY Digital Studios. Coming in 2023.
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