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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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אהבתי1:14:43
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…
Andrews Speaks
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Manage series 1832536
תוכן מסופק על ידי Andrews Speaks and Andrews University. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Andrews Speaks and Andrews University או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
Andrews Speaks is a podcast produced by Andrews University. Topics covered relate to the school's three-part motto: Seek Knowledge. Affirm Faith. Change the World.
…
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4 פרקים
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Manage series 1832536
תוכן מסופק על ידי Andrews Speaks and Andrews University. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Andrews Speaks and Andrews University או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
Andrews Speaks is a podcast produced by Andrews University. Topics covered relate to the school's three-part motto: Seek Knowledge. Affirm Faith. Change the World.
…
continue reading
4 פרקים
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1 AS018: Peace March (June 2020) 1:06:35
1:06:35
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אהבתי1:06:35
Meylin Allen & Jordanne Howell-Walton, both graduates of Andrews University, describe the peace march they organized with students from the Berrien Springs public high school. The event's purpose was to raise awareness about racial injustice and to call for change. This episode is Part 1 of the conversation. Part 2 can be found on YouTube at https://youtu.be/kTTPeag3G58 (including peace march footage). CREDITS ------------ THEME MUSIC: “Onward” by Podington Bear (Free Music Archive) PRODUCER: Jeff Boyd, University Communication COPYRIGHT: ©2020 Andrews University…

1 AS017: Bill Wolfer, Learning to Fail (2020) 22:23
22:23
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אהבתי22:23
In this episode Bill Wolfer argues that failure is an important part of the learning process, an unavoidable feature of the road to success. Bill Wolfer is an assistant professor of Computer Science, chair of the Department of Computing, and Director of the Center for Innovation and Entrepreneurship. This episode has a special feature, a message from the Seventh-day Adventist General Conference President, Elder Ted Wilson. He thanks the Andrews community for our service to humanity, our actions to bless others in our local community and around the world. And he encourages us to continue to find new ways to serve others as an expression of our faith. This presentation by Bill Wolfer on creativity, failure, and success is the final episode of Season 2 of the Andrews Speaks podcast. Thank you for listening to this season as we addressed a number of important issues—change, mental and physical health, math, physics, environmental activism, racial injustice, and creativity. If you would like to watch the video version of this episode or any of the others in Season 2, you can go to www.andrews.edu/podcasts and look for the show notes for this season. CREDITS ------------ THEME MUSIC: “Onward” by Podington Bear (Free Music Archive) TRANSITION MUSIC: reCreation by airtone (c) copyright 2019 Licensed under a Creative Commons Attribution (3.0) license. dig.ccmixter.org/files/airtone/59721 PRODUCER: Jeff Boyd, Office of Research & Creative Scholarship EXECUTIVE PRODUCERS: Gillian Panigot & Stephen Payne (University Communications) COPYRIGHT: ©2020 Andrews University…

1 AS016: Jay Brand - Learning to Play (2020) 12:55
12:55
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אהבתי12:55
In this episode Dr. Jay Brand invites us to again learn to play. To this end, he introduces us to important concepts of divergent thinking and deep empathy. Dr. Brand is a professor of Leadership and Higher Education, and he has extensive experience in both academia and business. This presentation is the first of two episodes on the topic of creativity, which is our final area of focus for this season of the Andrews Speaks podcast. In the next presentation, the last of Season 2, Bill Wolfer will address the critical role that failure plays in the creative process. CREDITS ------------ THEME MUSIC: “Onward” by Podington Bear (Free Music Archive) PRODUCER: Jeff Boyd, Office of Research & Creative Scholarship EXECUTIVE PRODUCERS: Gillian Panigot & Stephen Payne (University Communications) COPYRIGHT: ©2020 Andrews University…
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