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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…
Fiasco
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Treść dostarczona przez Pushkin Industries. Cała zawartość podcastów, w tym odcinki, grafika i opisy podcastów, jest przesyłana i udostępniana bezpośrednio przez Pushkin Industries lub jego partnera na platformie podcastów. Jeśli uważasz, że ktoś wykorzystuje Twoje dzieło chronione prawem autorskim bez Twojej zgody, możesz postępować zgodnie z procedurą opisaną tutaj https://pl.player.fm/legal.
Host Leon Neyfakh transports listeners into the day-to-day reality of our country's most pivotal historical events, bringing to life the forgotten twists and turns of the past while shedding light on the present.
22 odcinków
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Manage series 3620729
Treść dostarczona przez Pushkin Industries. Cała zawartość podcastów, w tym odcinki, grafika i opisy podcastów, jest przesyłana i udostępniana bezpośrednio przez Pushkin Industries lub jego partnera na platformie podcastów. Jeśli uważasz, że ktoś wykorzystuje Twoje dzieło chronione prawem autorskim bez Twojej zgody, możesz postępować zgodnie z procedurą opisaną tutaj https://pl.player.fm/legal.
Host Leon Neyfakh transports listeners into the day-to-day reality of our country's most pivotal historical events, bringing to life the forgotten twists and turns of the past while shedding light on the present.
22 odcinków
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×The late Supreme Court Justice John Paul Stevens talks about his memories of Bush v. Gore, and why the ruling’s legacy, years after the fact, looks even worse than he thought it would. See omnystudio.com/listener for privacy information.
Attorneys David Boies and Ted Olsen, who represented the Gore and Bush sides, respectively, talk about the unique challenges that came with representing their clients before the Supreme Court. See omnystudio.com/listener for privacy information.
An interview with Ralph Nader on his role as a “spoiler” in the 2000 election, and historian Mary Frances Berry, who led the 2001 commission looking into the impact that ballot box irregularities involving Black voters may have had on the outcome in Florida. See omnystudio.com/listener for privacy information.…
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1 Bush v. Gore: Bonus - Information Wars 22:56
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A conversation with Craig Waters, spokesman for the Florida Supreme Court, about becoming the face of an embattled, apolitical institution during a partisan battle. See omnystudio.com/listener for privacy information.
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1 Bush v. Gore: Bonus - Inside the Florida Secretary of State’s Office During the 2000 Recount 39:24
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Conversations with Florida’s former Secretary of State Katherine Harris, the Bush supporter who presided over the 2000 recount, and self-described Republican operative and “Bush liege” who embedded in Harris’s office during the recount and helped her bring the election “in for a landing.” See omnystudio.com/listener for privacy information.…
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1 Bush v. Gore: Bonus - A Mile In Their Shoes 26:54
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An interview with Brian Noyes, who worked on the Bush 2000 presidential campaign, and what it was like to feel like an election is being stolen. Noyes oversaw an oral history project with recount alums from the Bush campaign. See omnystudio.com/listener for privacy information.
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Fiasco

1 Bush v. Gore: Episode 6 – No Precedent 53:07
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In the season finale: How the 2000 presidential election was distilled and decided in a case called Bush v. Gore. For a full list of sources, check out the Fiasco website. See omnystudio.com/listener for privacy information.
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1 Bush v. Gore: Episode 5 – Contingencies 46:25
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Democrats and Republicans hope for the best and plan for the worst. For a full list of sources, check out the Fiasco website. See omnystudio.com/listener for privacy information.
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How public relations battles yielded big legal wins for the Bush team. For a full list of sources, check out the Fiasco website. See omnystudio.com/listener for privacy information.
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1 Bush v. Gore: Episode 3 – Ballot With Butterfly Wings 55:45
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What happened in Palm Beach County when a bitterly-contested national election came to town–and who paid the price? For a full list of sources, check out the Fiasco website. See omnystudio.com/listener for privacy information.
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1 Bush v. Gore: Episode 2 – Real Numbers 50:31
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On election night 2000 an ad hoc network of statisticians, news producers, TV anchors, and political operatives tried to figure out what the hell was going on in Florida–and failed spectacularly. For a full list of sources, check out the Fiasco website. See omnystudio.com/listener for privacy information.…
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How the largely forgotten race between Al Gore and George W. Bush roiled Florida long before anyone had ever heard of a hanging chad. For a full list of sources, check out the Fiasco website. See omnystudio.com/listener for privacy information.
Bush v. Gore recounts what happened during the contested 2000 election between Al Gore and George W. Bush, and the extraordinary legal battle that unfolded in Florida in the aftermath of Election Day. See omnystudio.com/listener for privacy information.
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Fiasco

The Clinton administration promises a new approach to the AIDS epidemic — but gets bogged down in the politics of sex, drugs, and morality. You can find a list of books, articles, and documentaries we used in our research at bit.ly/fiascopod If you like this series, mark your calendars: a new season of Fiasco is coming July 27, 2023, exclusively on Audible. Fiasco: Vigilante tells the story of a shooting that took place in 1984 on the New York City subway, leaving four Bronx teenagers gravely wounded and turning a man named Bernie Goetz into a national folk hero. Fiasco: Vigilante offers a panoramic but intimate view of how this era-defining story unfolded, giving voice for the first time to key players, and immersing listeners in the gritty, paranoid world of ’80s New York City. Listen to the trailer now at adbl.co/vigilante , only on Audible. See omnystudio.com/listener for privacy information.…
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Fiasco

After years of frustration and despair, scientists finally make a breakthrough. You can find a list of books, articles, and documentaries we used in our research at bit.ly/fiascopod If you like this series, mark your calendars: a new season of Fiasco is coming July 27, 2023, exclusively on Audible. Fiasco: Vigilante tells the story of a shooting that took place in 1984 on the New York City subway, leaving four Bronx teenagers gravely wounded and turning a man named Bernie Goetz into a national folk hero. Fiasco: Vigilante offers a panoramic but intimate view of how this era-defining story unfolded, giving voice for the first time to key players, and immersing listeners in the gritty, paranoid world of ’80s New York City. Listen to the trailer now at adbl.co/vigilante , only on Audible. See omnystudio.com/listener for privacy information.…
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