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Inhoud geleverd door Philosophy Talk Starters. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Philosophy Talk Starters of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
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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 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…
Philosophy Talk Starters
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Inhoud geleverd door Philosophy Talk Starters. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Philosophy Talk Starters of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
Bite-size episodes from the program that questions everything... except your intelligence. Learn more and access complete episodes at www.philosophytalk.org.
…
continue reading
611 afleveringen
Markeer allemaal (on)gespeeld ...
Manage series 1555508
Inhoud geleverd door Philosophy Talk Starters. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Philosophy Talk Starters of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
Bite-size episodes from the program that questions everything... except your intelligence. Learn more and access complete episodes at www.philosophytalk.org.
…
continue reading
611 afleveringen
Alle afleveringen
×More at https://www.philosophytalk.org/shows/2025-dionysus-awards. What movies of the past year challenged your assumptions and made you think about things in new ways? Josh and guest co-host Jeremy Sabol present our annual Dionysus Awards for the most thought-provoking movies of the last twelve months, including: • Best Movie About Religious People Who Aren't Entirely What They Seem • Most Moving Meditation on Fierce Female Friendship • Best Film in Which Character Change Is Not All It's Cracked Up To Be…
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More at https://www.philosophytalk.org/shows/web-du-bois. Sociologist, historian, philosopher, editor, writer, and activist, W.E.B. Du Bois was one of the most influential intellectuals of the twentieth century. The first African-American Ph.D. from Harvard University, Du Bois died in Ghana after having renounced his American citizenship. In between he co-founded the NAACP and wrote The Souls of Black Folk (1903) as well as a number of other influential books that had a decisive impact on the development of African-American culture in the twentieth century. John and Ken discuss Du Bois' life and thought with Lucius Outlaw from Vanderbilt University, author of "On Race and Philosophy."…
More at https://www.philosophytalk.org/shows/philosophical-worlds-borges. Argentinian writer Jorge Luís Borges wrote some of the world’s most brilliant, mind-bending, and philosophical stories. Drawing on sources from Europe, India, China, and Persia, these stories tackled topics like time, reality, selfhood, and art. Yet Borges also said "I don’t think ideas are important." So what can we get out of philosophical stories that don’t try to teach us what to think? And how can Borges help us grapple with our mortality, our confusion, our doubts? Josh and Ray explore the labyrinth with Héctor Hoyos from Stanford University, author of "Beyond Bolaño: The Global Latin American Novel."…
More at https://www.philosophytalk.org/shows/alan-turing-and-limits-computation. Alan Turing was a 20th-Century English mathematician and cryptologist who is widely considered to be the father of theoretical computer science. In 1950, he published a definition of a computer that is both universal, general enough to apply to any specific computing architecture, and mathematically rigorous, so that it lets us prove claims about what computers can and can't do. What does Turing's writing teach us about the bounds of reason? Which thoughts are too complicated for a computer to express? Is the human brain just another kind of computer, or can it do things that machines can't? Josh and Ray calculate the answers with Juliet Floyd from Boston University, editor of "Philosophical Explorations of the Legacy of Alan Turing."…
More at https://www.philosophytalk.org/shows/liberty-and-justice-who. Many democracies are founded on the ideals of 18th- and 19th-Century British Liberalism: the idea that human beings deserve the right to self-government because we are born free, equal, and capable of rationality. Yet Liberalism was used to justify colonialism, which deprived people around the world of the right to govern themselves. How could a political philosophy that claims to be pro-freedom be used to take freedom away from so many people? Was Liberalism misunderstood, or were its moral flaws built-in from the beginning? How can we design a political philosophy that liberates everyone, not just the citizens of a few wealthy and powerful nations? Josh and Ray talk liberally with Uday Singh Mehta from the CUNY Graduate Center, author of "Liberalism and Empire: A Study in Nineteenth-Century British Liberal Thought."…
More at https://www.philosophytalk.org/shows/climate-change-and-collective-action. Catastrophic storms, floods, droughts, and fires are increasing in frequency all over the globe, and the polar ice caps are melting twice as fast as initially predicted. Despite this, we struggle to take meaningful action that could avert—or at least mitigate—the impending climate disaster. So why is it so hard for people to coordinate on doing the right thing, when the threat is so urgent? Is it a failure of human rationality, a lack of will, or something else? And how do we overcome the obstacles we face and take collective action that will make a real difference? Josh and Ray collect their thoughts with Kieran Setiya from MIT, author of "Life Is Hard: How Philosophy Can Help Us Find Our Way."…
More at https://www.philosophytalk.org/shows/how-create-virtuous-leaders. Ancient philosophers like Socrates and Plato believed that an education focused on developing good character could create virtuous leaders who work for the people, not their own benefit. Nowadays, though, it seems too many politicians are power hungry, corrupt, and out of touch. So how do we train our leaders to be more virtuous? Is good character something that can be taught? And what can we learn from the Ancients about how we can each lead an excellent life? Josh and Ray virtuously welcome back Massimo Pigliucci from the City College of New York, author of "The Quest for Character: What the Story of Socrates and Alcibiades Teaches Us about Our Search for Good Leaders."…
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More at https://www.philosophytalk.org/shows/elizabeth-anscombe. Elizabeth Anscombe made hugely influential contributions to contemporary action theory, moral theory, and philosophy of mind. She also famously protested Truman’s decision to drop the atomic bomb when he was awarded an honorary degree at Oxford. Josh and Ray explore her life and thought with Rachael Wiseman from the University of Liverpool, co-author of Metaphysical Animals: How Four Women Brought Philosophy Back to Life. Part of the "Wise Women" series, generously supported by a grant from the National Endowment for the Humanities.…
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More at https://www.philosophytalk.org/shows/who-owns-culture. Fashion designers, musicians, and Halloween costume wearers have been accused of engaging in cultural appropriation. In some cases, the alleged appropriator is quick to apologize; in others, they defend their actions as a way of appreciating a different culture. So why is cultural appropriation such a morally fraught issue? Is there a clear-cut way to tell whether we’re exploring or exploiting? And can we come up with principles that allow artists to be inspired while also allowing communities to hold on to what is theirs? Josh and Ray mix it up with Dominic Lopes from the University of British Columbia, author of "Aesthetic Injustice: A Cosmopolitan Theory" (forthcoming).…
More at https://www.philosophytalk.org/shows/examined-year-2024. What happened over the past year that challenged our assumptions and made us think about things in new ways? Josh and Ray talk to philosophers and more about the events and ideas that shaped the last twelve months: • The Year in Philosophy with Justin Weinberg, creator and editor of the Daily Nous • The Year in Unjust Deserts with Elie Honig, author of "Untouchable: How Powerful People Get Away with It" • The Year in Electoral Futility with Alex Guerrero, author "Lottocracy: Democracy Without Elections"…
More at https://www.philosophytalk.org/shows/what-political-inequality. We all know our society is economically unequal: some people have more money and resources than others. But equality isn't just a matter of who has which things. Political equality involves respect and participation in the political process—but those aren't resources that can be divided up like pie. So what is political equality in the first place? How do we know when we've achieved it? And can we prevent politics from being an elite activity concentrated among the educated and wealthy? Josh and Ray push for equality with Margaret Levi, Director of the Center for Advanced Study in the Behavioral Sciences at Stanford University and co-author of "A Moral Political Economy: Present, Past, and Future."…
More at https://www.philosophytalk.org/shows/crisis-and-creativity-mayan-mythology. The Popol Vuh, written in 1702, was based on a Mayan oral tradition encompassing creation myths, history, and cosmology. These stories were written in a time of crisis: European colonialism had decimated the Mayan population and destroyed much of their cultural knowledge. How do stories help a society survive and thrive? Can they console us in times of crisis? How much of a culture can historians save in times of devastation? Josh and Ray rewrite history with Edgar Garcia from the University of Chicago, author of "Emergency: Reading the Popol Vuh in a Time of Crisis."…
More at https://www.philosophytalk.org/shows/optimism-rational. When the odds are against you, believing in yourself can be a source of strength—but it seems to require a cavalier disregard for the evidence. So is optimism a rational way to improve your life, or an irrational kind of wishful thinking? Will hope now just lead to disappointment later? Where should we set our expectations, and where should we teach our children to set theirs? Josh and Ray tackle their hopes and fears with Jennifer Morton from the University of Pennsylvania, author of "Moving Up without Losing Your Way: The Ethical Costs of Upward Mobility."…
More at https://www.philosophytalk.org/shows/whats-so-special-about-humans. Human beings share the planet with many different organisms with vastly diverse ways of life. We like to think we're a higher form of intelligence. But are we really that unique? How different are we as a species when it comes to language, thought, and culture? Where does our specifically human form of consciousness come from? And if other animals are so similar to us, should we stop eating them? The Philosophers walk the Earth with Peter Godfrey-Smith from the University of Sydney, author of "Living on Earth Forests, Corals, Consciousness, and the Making of the World."…
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Philosophy Talk Starters


More at https://www.philosophytalk.org/shows/spinoza. Baruch Spinoza was a 17th century Dutch philosopher who laid the foundations for the Enlightenment. He made the controversial claim that there is only one substance in the universe, which led him to the pantheistic belief in an abstract, impersonal God. What effect did Spinoza have on Enlightenment thinkers? What are the philosophical – and religious – consequences of believing that there is only one substance in the universe? And why do scientists today still take him seriously? John and Ken welcome back Rebecca Goldstein, author of "Betraying Spinoza: The Renegade Jew Who Gave Us Modernity."…
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