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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…
ThinkCritical Podcast #2
Manage episode 280939251 series 2727854
المحتوى المقدم من ThinkCritical. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة ThinkCritical أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
In another biweekly episode, the hosts go over Venezuela, COVID-20, and the failures of English soccer.
…
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12 حلقات
Manage episode 280939251 series 2727854
المحتوى المقدم من ThinkCritical. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة ThinkCritical أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
In another biweekly episode, the hosts go over Venezuela, COVID-20, and the failures of English soccer.
…
continue reading
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1 ThinkCritical Podcast: Reweaving the Social Safety Net (ft. Steve Nunez) 1:12:19
1:12:19
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How can we ensure a social safety net that both features choice and reduces poverty substantially? How good are Gojira? In his first episode in a while, Joshua Miller chats with the Jain Family Institute's Steve Nunez about universal basic income, dynamic modelling of cities, and the best of heavy metal. Support ThinkCritical by contributing to their Tip Jar: https://tips.pinecast.com/jar/thinkcritical Find out more at https://thinkcritical.pinecast.co…
In another biweekly episode, the hosts go over Venezuela, COVID-20, and the failures of English soccer.

1 ThinkCritical Interviews: State Capacity And Economy (ft. Sam Hammond) 56:07
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In this episode of ThinkCritical, Joshua Miller interviews Sam Hammond of the Niskanen Center about the failures of American political economy. We touch on state capacity, mass executions of rats, civil service procurement, and the high road to a booming economy.

1 Roundtable #2 (ft. Dylan Meisner, Ian Stevens, and Sarah Gordon) 1:01:23
1:01:23
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Host Joshua Miller brings on poli-sci wonks Dylan Meisner, Ian Stevens, and Sarah Gordon to discuss Biden's foreign policy appointments, post-COVID recovery potential, and election postmortem takes. Support ThinkCritical by contributing to their Tip Jar: https://tips.pinecast.com/jar/thinkcritical Find out more at https://thinkcritical.pinecast.co…

1 ThinkCritical Interviews: The American Economic Future (ft. Noah Smith) 43:29
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What will lie in wait for America in terms of its economic future? What changes need to be made to ensure that the America is strong for years to come? Joshua Z. Miller sits down with Bloomberg columnist and blogger Noah Smith to discuss these issues, and more.
In the inaugural episode of the podcast proper, Joshua, Adam, and Greg sit down to discuss the COVID-19 vaccines, Trump's reaction to the election loss, the war in Ethiopia, and aliens. An episode in this style will be released every two weeks from here on out. Support ThinkCritical by contributing to their Tip Jar: https://tips.pinecast.com/jar/thinkcritical Find out more at https://thinkcritical.pinecast.co…

1 ThinkCritical Interviews: Market Urbanism (ft. Scott Beyer) 51:38
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America is rapidly urbanizing. How can we ensure that this trend leads us towards prosperity? Market Urbanists point towards markets and externality-targeting government policies as the answer. Scott Beyer of the Market Urbanism Report joins host Joshua Z. Miller on a conversation into the ideology and its applications. This episode is part of our Interview series. Find out more at https://thinkcritical.pinecast.co…

1 ThinkCritical Interviews: Trade and Development during COVID-19 2 (ft. Simon Lester) 47:38
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1 ThinkCritical Interviews: Trade and Development during COVID-19 (ft. Douglas Rediker) 33:37
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COVID-19, as a global crisis, has had an indelible effect on international trade and development. Many governments have scrambled to figure out a way to rectify the structural issues that have caused their economies to suffer. Join host Joshua Z. Miller and Brookings Institution's Douglas Rediker on a conversation about the international economic phenomenons of COVID-19. This episode is part of our Interview series. Find out more at https://thinkcritical.pinecast.co…

1 ThinkCritical Interviews: Digital Liberals 2 (ft. Colin Mortimer) 49:47
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Liberal ideals have been tough to market to the younger, digital-first generation. Thankfully, the Neoliberal Project has found success as a digital-oriented policy and marketing center. Host Joshua Z. Miller sits down with founder Colin Mortimer to discuss Neoliberalism and how it can be marketed. This episode is part of our Interviews series of episodes. Find out more at https://thinkcritical.pinecast.co…
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