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TechSurge: Deep Tech VC Podcast


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…
The Federalist Papers by Alexander Hamilton
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Manage series 1249677
A tartalmat a Loyal Books biztosítja. Az összes podcast-tartalmat, beleértve az epizódokat, grafikákat és podcast-leírásokat, közvetlenül a Loyal Books vagy a podcast platform partnere tölti fel és biztosítja. Ha úgy gondolja, hogy valaki az Ön engedélye nélkül használja fel a szerzői joggal védett művét, kövesse az itt leírt folyamatot https://hu.player.fm/legal.
In order to promote the ratification of the United States Constitution in the late 1780s, Alexander Hamilton, James Madison and John Hay wrote a series of 85 articles and essays explaining their reasons to support the constitution. Most of these articles were published in The Independent Journal and The New York Packet and they later became known as “The Federalist Papers.” In reading the articles, one will encounter very interesting issues like Hamilton’s opposition to including the Bill of Rights in the Constitution and why he thinks a Union is better than a Confederation. He opposed the inclusion of the Bill of Rights in the Constitution because he thought that people would later interpret it as the only rights guaranteed to the people. He also supported the formation of the Union largely because of the economic benefit it would have to the states. “The Federalist Papers” aren't just a series of articles that history students read. Their contents have been used as a reference in many US Supreme Court decisions which make this book still very influential today.
…
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85 epizódok
Mind megjelölése nem lejátszottként
Manage series 1249677
A tartalmat a Loyal Books biztosítja. Az összes podcast-tartalmat, beleértve az epizódokat, grafikákat és podcast-leírásokat, közvetlenül a Loyal Books vagy a podcast platform partnere tölti fel és biztosítja. Ha úgy gondolja, hogy valaki az Ön engedélye nélkül használja fel a szerzői joggal védett művét, kövesse az itt leírt folyamatot https://hu.player.fm/legal.
In order to promote the ratification of the United States Constitution in the late 1780s, Alexander Hamilton, James Madison and John Hay wrote a series of 85 articles and essays explaining their reasons to support the constitution. Most of these articles were published in The Independent Journal and The New York Packet and they later became known as “The Federalist Papers.” In reading the articles, one will encounter very interesting issues like Hamilton’s opposition to including the Bill of Rights in the Constitution and why he thinks a Union is better than a Confederation. He opposed the inclusion of the Bill of Rights in the Constitution because he thought that people would later interpret it as the only rights guaranteed to the people. He also supported the formation of the Union largely because of the economic benefit it would have to the states. “The Federalist Papers” aren't just a series of articles that history students read. Their contents have been used as a reference in many US Supreme Court decisions which make this book still very influential today.
…
continue reading
85 epizódok
Minden epizód
×More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
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