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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…
Alyssa Milano: Sorry Not Sorry
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محتوای ارائه شده توسط Peace By Peace Productions. تمام محتوای پادکست شامل قسمتها، گرافیکها و توضیحات پادکست مستقیماً توسط Peace By Peace Productions یا شریک پلتفرم پادکست آنها آپلود و ارائه میشوند. اگر فکر میکنید شخصی بدون اجازه شما از اثر دارای حق نسخهبرداری شما استفاده میکند، میتوانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
Sorry Not Sorry tackles social, political and cultural issues from the perspective of unapologetic guests while highlighting activists doing amazing things throughout the country.
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326 قسمت
علامت گذاری همه پخش شده(نشده) ...
Manage series 2595753
محتوای ارائه شده توسط Peace By Peace Productions. تمام محتوای پادکست شامل قسمتها، گرافیکها و توضیحات پادکست مستقیماً توسط Peace By Peace Productions یا شریک پلتفرم پادکست آنها آپلود و ارائه میشوند. اگر فکر میکنید شخصی بدون اجازه شما از اثر دارای حق نسخهبرداری شما استفاده میکند، میتوانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
Sorry Not Sorry tackles social, political and cultural issues from the perspective of unapologetic guests while highlighting activists doing amazing things throughout the country.
…
continue reading
326 قسمت
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Alyssa Milano: Sorry Not Sorry

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Alyssa Milano: Sorry Not Sorry

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Alyssa Milano: Sorry Not Sorry

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Alyssa Milano: Sorry Not Sorry

Like a bad penny, Trump is back in office–in part because of the xenophobic hate he spewed during the campaign and, sadly, the millions of Americans who embraced that hate. Much of it was aimed directly at immigrants, and now the felon-President is turning that hate into policy. Our guest today is one of those standing in Trump’s way. Hassan Ahmad is an immigration attorney in Virginia and a former candidate for Congress.…
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Alyssa Milano: Sorry Not Sorry

Late last year, President Jimmy Carter passed away at the age of 100. President Carter exemplified a life of service, and we spend this episode looking back at just some of the remarkable things that made President Carter who he was.
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Alyssa Milano: Sorry Not Sorry

If nothing else, this year has been momentus--potentially decisive as it pertains to the futre of American Democracy. All along, we've talked with the experts about issues which are driving that democracy and those of us governed by it. Here are just a few of our favorite segments from 2024.
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Alyssa Milano: Sorry Not Sorry

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Alyssa Milano: Sorry Not Sorry

Kash Patel, Trump's FBI Director-Designate, has an enemies list--patriots he wants to prosecute for upholding the law and American values. Turns out, it looks a lot like our guest list. This week, we hear from three of our guests who are on the list: Nina Jankowicz, Adam Schiff, and President Biden.
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Alyssa Milano: Sorry Not Sorry

Hi Friends, While Alyssa was starring in Chicago on Broadway, she took some time away from the podcast - but now she's back! We catch up on the election, the role of art in times of strife, self-preservation, and a whole lot more.
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