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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…
Knowledge at Wharton
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Contenido proporcionado por Knowledge at Wharton. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Knowledge at Wharton 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.
Wharton faculty and industry leaders discuss their latest research, books, and relevant business topics.
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Hosted on Acast. See acast.com/privacy for more information.
4277 episodios
Marcar todo como (no) reproducido ...
Manage series 1776
Contenido proporcionado por Knowledge at Wharton. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Knowledge at Wharton 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.
Wharton faculty and industry leaders discuss their latest research, books, and relevant business topics.
…
continue reading
Hosted on Acast. See acast.com/privacy for more information.
4277 episodios
All episodes
×In this special episode, listen to curated excerpts from the Ripple Effect podcast on women’s leadership, workplace equity, and career advancement. Hosted on Acast. See acast.com/privacy for more information.
Professor Kevin Werbach has spent his career at the crossroads of business, law, and emerging technology. He talks about his latest project, the Wharton Accountable AI Lab, to help guide responsible development and governance of artificial intelligence. Hosted on Acast. See acast.com/privacy for more information.…
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Knowledge at Wharton


Management professor Valentina Assenova discusses why digital platforms, like mobile money platforms, are improving financial access around the world. This Ripple Effect podcast episode is part of a series on “Innovation” that was produced in cooperation with Mack Institute for Innovation Management. Hosted on Acast. See acast.com/privacy for more information.…
Wharton marketing professor Kartik Hosanagar and doctoral candidate Pushkar Shukla talk about software they developed with other experts to identify and correct biases in AI text-to-image generators. Hosted on Acast. See acast.com/privacy for more information.
In this two-part episode from the Ripple Effect podcast, Wharton marketing professors assess the future of cryptocurrency ownership and whether scandals have damaged consumer trust. Hosted on Acast. See acast.com/privacy for more information.
In this two-part episode from the Ripple Effect podcast, Wharton marketing professors assess the growth of cryptocurrency so far and how consumer confidence can influence pricing. Hosted on Acast. See acast.com/privacy for more information.
In this special two-part episode, listen to curated excerpts from this year’s Ripple Effect podcast, where Wharton professors discuss a range of trending business topics. Hosted on Acast. See acast.com/privacy for more information.
In this special two-part episode, listen to curated excerpts from this year’s Ripple Effect podcast, where Wharton professors discuss a range of trending business topics. Hosted on Acast. See acast.com/privacy for more information.
Professor Itay Goldstein welcomes Alesia Haas, CFO of Coinbase, and Michelle Lai, board member of Electric Coin Co, to discuss the ongoing fintech revolution. They examine the transformative role of technology in finance, from blockchain innovations to the future of digital currencies, and provide insights into how FinTech is set to evolve in the coming years. This discussion is part of a special series called “Future of Finance.” Hosted on Acast. See acast.com/privacy for more information.…
Professor Itay Goldstein is joined by Tobias Adrian, financial counselor and director of the International Monetary Fund, to explore the regulatory challenges posed by the rapid adoption of artificial intelligence in finance. The conversation delves into the emerging risks AI introduces to the financial sector, the steps regulatory bodies are taking to mitigate these risks, and the balance between innovation and stability in global financial markets. This discussion is part of a special series called “Future of Finance.” Hosted on Acast. See acast.com/privacy for more information.…
Professor Itay Goldstein interviews Bloomberg columnist Matt Levine to examine the GameStop and AMC stock saga and the powerful influence of social media on market events. The discussion highlights the role of behavioral finance in shaping investor actions and how social trends can disrupt financial markets on a global scale. This discussion is part of a special series called “Future of Finance.” Hosted on Acast. See acast.com/privacy for more information.…
Wharton’s Pinar Yildirim untangles the relationship between charitable and political giving, which are both on the rise. This Ripple Effect podcast episode is part of a series on “Charitable Giving.” Hosted on Acast. See acast.com/privacy for more information.
Professor Itay Goldstein is joined by Hyun Song Shin, economic adviser and head of research at the Bank for International Settlements, and Loretta Mester, former President and CEO of the Federal Reserve Bank of Cleveland. Together, they explore the 2023 banking crisis, focusing on the collapse of Credit Suisse, Silicon Valley Bank, and other small to mid-level banks, while analyzing regulatory gaps and future protections for the banking system. This discussion is part of a special series called “Future of Finance.” Hosted on Acast. See acast.com/privacy for more information.…
Wharton’s Stephanie Creary speaks to Teresa Amabile, emeritus professor of business administration at Harvard Business School, and Kathy Kram, emeritus professor of management and organizations at Boston University’s Questrom School of Business, about how to prepare for retirement and other insights from their book Retiring: Creating a Life That Works for You . This episode is part of the Leading Diversity at Work series . Hosted on Acast. See acast.com/privacy for more information.…
In this year’s presidential election, both political parties are unwilling to tackle the burgeoning national debt. Wharton’s Joao Gomes warns that inaction is putting the country on a perilous economic path. This Ripple Effect podcast episode is part of the “Business of Elections" series. Hosted on Acast. See acast.com/privacy for more information.…
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