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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…
97. Changing Views
Manage episode 245327299 series 2444208
المحتوى المقدم من And When I Say... I Mean... and When I Say... I Mean.... يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة And When I Say... I Mean... and When I Say... I Mean... 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.
How have our views changed over the years? Adrian and Austin share about things in their lives that have changed and which of their views are different in the last few years. We talk about how our faith has changed what we care about and have shaped our views on life.
…
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Manage episode 245327299 series 2444208
المحتوى المقدم من And When I Say... I Mean... and When I Say... I Mean.... يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة And When I Say... I Mean... and When I Say... I Mean... 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.
How have our views changed over the years? Adrian and Austin share about things in their lives that have changed and which of their views are different in the last few years. We talk about how our faith has changed what we care about and have shaped our views on life.
…
continue reading
101 حلقات
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×In the final episode of And When I Say... I Mean... Adrian and Austin have their fiance's on to answer random questions. Adrian, Austin, Becca and Amelia answer questions they find on the internet or come up with on the spot.
What has our experiences been with churches from when we grew up through college to today. This week Adrian and Austin share about how they have been to different churches and why they are at the churches they are now. We share steps that brought us to where we are now and how things have changed from growing up.…
This week Adrian and Austin ended up talking about Kanye's new album Jesus is King even though it wasn't necessarily the intention. We share our thoughts about it and what we should or shouldn't expect from Kanye.
This week is a bit shorter this week, Adrian is out this week but Austin is here to bring a short episode for everyone. Austin shares some thoughts on Reformation Day and grace.
How have our views changed over the years? Adrian and Austin share about things in their lives that have changed and which of their views are different in the last few years. We talk about how our faith has changed what we care about and have shaped our views on life.
What are some of our recent hobbies. This week Adrian and Austin talk about hobbies and interests they have picked up over the past few months/years. We share a few things we love doing and why we love them.
Should you watch Joker? Adrian and Austin share their thoughts and reactions after watching the movie and discuss what the point of the movie is. We argue what the movie is saying and the message it is giving. Finally, we give our recommendations for watching the movie and whether or not it is a good movie for what it is trying to do.…
Do you journal? This week Adrian and Austin talk about some stereotypes of journaling and if we think they are accurate. We talk about our experiences with journaling and why we do it and what we get out of it. Finally, we talk about these stereotypes and if they are helpful and what can be helpful about generalizations/groupings.…
What is impeachment and how does it work. With all the talk of impeachment this week Adrian and Austin seek to answer some questions about what is going on. We talk about how impeachment works and how it has happened in the past. Finally we wrap it up by talking about the potential impeachment of President Trump and how things might turn out.…
Is privilege a good framework to view the world? This week, Adrian and Austin talk about what privilege is and how it shapes how we look at the world. We discuss if this is a helpful framework and what other ways of viewing the world might be more or less helpful. Here is the link to Austin's new website: https://boundaryeffects.com/…
What drives you? This week Adrian and Austin talk about what are the underlying things that drive and control out lives. We talk about joy and why people choose other things besides joy to be their bias. We discuss what joy is and how do we have it and live in it.
How did we get our jobs? This week Adrian and Austin talk about how they got their jobs and what they do at them. This question was thanks to a question from a listener about what advice we would give to a senior in college who is looking to get a job post graduation.
This week Adrian and Austin talk about why they don't interact on the internet. We talk about the times we have tried to interact with the general internet and how that went. From there we talk about what are the underlying reason why we don't and do we believe that there is a reason for it.
We're back! This week Adrian and Austin talk about their past 4 weeks off and what they've been up to. Oddly enough we both went to England on separate occasions and have lots of fun stories to tell. Here is on of the recommendations from the show. https://soundcloud.com/newdayevent
This week Adrian and Austin answer some questions form listeners. First we talk about our plans for the rest of the summer and looking ahead the next three weeks. From there we jump into our first question asking about subsistence farming and eating healthier and the stigma behind that as well as if it is biblical or not. Our second and final question is about research for research sake and if that is good or not.…
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