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TechSurge: Deep Tech VC Podcast


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 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…
918 Something New
Manage episode 464555849 series 1168131
Inhalt bereitgestellt von Del Lowery. Alle Podcast-Inhalte, einschließlich Episoden, Grafiken und Podcast-Beschreibungen, werden direkt von Del Lowery oder seinem Podcast-Plattformpartner hochgeladen und bereitgestellt. Wenn Sie glauben, dass jemand Ihr urheberrechtlich geschütztes Werk ohne Ihre Erlaubnis nutzt, können Sie dem hier beschriebenen Verfahren folgen https://de.player.fm/legal.
Trying something new can be a real treat for retired people. It just takes getting up off of the couch and walking out the door. Sometimes that isn't as easy as it sounds but it can certainly add a new dimension to the retirement experience. It just takes that first step.
…
continue reading
872 Episoden
Manage episode 464555849 series 1168131
Inhalt bereitgestellt von Del Lowery. Alle Podcast-Inhalte, einschließlich Episoden, Grafiken und Podcast-Beschreibungen, werden direkt von Del Lowery oder seinem Podcast-Plattformpartner hochgeladen und bereitgestellt. Wenn Sie glauben, dass jemand Ihr urheberrechtlich geschütztes Werk ohne Ihre Erlaubnis nutzt, können Sie dem hier beschriebenen Verfahren folgen https://de.player.fm/legal.
Trying something new can be a real treat for retired people. It just takes getting up off of the couch and walking out the door. Sometimes that isn't as easy as it sounds but it can certainly add a new dimension to the retirement experience. It just takes that first step.
…
continue reading
872 Episoden
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Retirement Talk for Boomers, Seniors, and Retirees

No wonder that retirement comes as such a shock to the system for many of us. We have never had to really engage our mind independently of family, school or job. It is no wonder that a person can be 60 years old, very well educated, skilled and competent and yet say, "I don't even know who I am. I don't know what I am."…
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Retirement Talk for Boomers, Seniors, and Retirees

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Life is filled with examples of people who could not learn something and then at a different time they seem to master whatever it is. Retirement brings time into our lives when we are allowed to explore some of these areas where we might learn something that has escaped us thus far.
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"I don’t own a thing", said Diane Athill, a British editor and writer. She has just recently moved into an assisted living facility. "And I love it", She added, "For the first time in my life I feel free".
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Poverty isn’t good for anyone. When the least fortunate suffer we all suffer. Who would want to live in a mansion that is surrounded by squallier?
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