Chats With James podcast

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추가했습니다 four 년 전

James Munns에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 James Munns 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

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1
Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

9일 전1:14:43

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나중에 재생

1:14:43

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 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…

Chats with James Podcast

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James Munns에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 James Munns 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Chats with James is a podcast discussing everything that James or his guests are passionate about. Embedded Systems, the Rust Programming Language, and a variety of other technical topics are the most commonly discussed items.

… continue reading

18 에피소드

#Tech #James Munns #Rust #Programming #Technology

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Chats with James Podcast

11 subscribers

updated 약 1년 전

공유

시리즈 홈•Feed

James Munns에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 James Munns 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Chats with James is a podcast discussing everything that James or his guests are passionate about. Embedded Systems, the Rust Programming Language, and a variety of other technical topics are the most commonly discussed items.

… continue reading

18 에피소드

#Tech #James Munns #Rust #Programming #Technology

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017 - On the Road: RustNL & Oxidize 48:18

약 1년 전48:18

나중에 재생

나중에 재생

48:18

The “On the Road” episode has two parts, covering different Rust conferences in May 2024. The first section is from RustNL in Delft, the Netherlands, where James interviews Laura and Jonathan, some of the organizers of the event, on their history with Rust and the struggles and successes of putting on these conferences. The second section of this episode comes from the Oxidize Conference 2024, held in Berlin Germany - here James interviews Jonathan Pallant about the nostalgia of classic computers, the theory of embedded systems and the up and down aspects of building computers for fun.…

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016 - Scott Mabin 52:56

약 1년 전52:56

나중에 재생

나중에 재생

52:56

James talks with Scott Mabin about how he joined the Espressif team and got involved in embedded Rust, the working culture in chip manufacturing companies and preferences about designing and building mechanical keyboards.

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015 - Manish Goregaokar 1:05:48

약 1년 전1:05:48

나중에 재생

나중에 재생

1:05:48

Another episode is coming from the archives, originally recorded in May 2022 with Manish Goregaokar as the guest- James and Manish touch on many topics, including: internationalization of languages, zero-copy deserialization in Rust, speedrunning video games and Vaccinate CA.

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014 - Steve Klabnik 1:34:39

약 1년 전1:34:39

나중에 재생

나중에 재생

1:34:39

This episode is coming from the archives, originally recorded in May 2022 - James talks with Steve Klabnik from Oxide Computer about knowledge transfer within the Rust community, how learning-by-doing and reading datasheets help you develop, and how limits and regulations are put in place across many different fields.…

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013 - Ryan Summers 1:20:28

2년 전1:20:28

나중에 재생

나중에 재생

1:20:28

In this episode, James chats with Ryan Summers about the process of developing protocols, the guidelines of working in safety critical systems and embedded engineering.

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012 - Sophia Turner 1:02:21

2년 전1:02:21

나중에 재생

나중에 재생

1:02:21

In this episode, James chats with Sophia about the intricacies of writing programming languages, what makes designing programs fun, strategies for defining goals, and more.

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011 - Eliza Weisman 1:59:44

3년 전1:59:44

나중에 재생

나중에 재생

1:59:44

James chats with Eliza about systems, systems of systems, operating systems, java, java cards, what posix did wrong, and a ton of other rust adjacent things.

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010 - Dion Dokter 35:50

4년 전35:50

나중에 재생

나중에 재생

35:50

James chats with Dion Dokter about device drivers, bootloaders, and embedded Rust.

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009 - Sylvan Morris 27:44

4년 전27:44

나중에 재생

나중에 재생

27:44

James chats with Sylvan Morris about introducing Rust into a company, working at an embedded startup, over the air bootloaders, and managing risk.

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008 - Yoshua Wuyts 53:18

4년 전53:18

나중에 재생

나중에 재생

53:18

James chats with Yoshua Wuyts to discuss Control Theory in traditional software domains, the possibilities of RISC-V, and open source hardware.

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007 - Michael Nitschinger 53:08

4년 전53:08

나중에 재생

나중에 재생

53:08

James chats with Michael Nitschinger of Couchbase to discuss Coffee Machines, PID control loops, Bluetooth Low Energy, and Databases.

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006 - Bryan Cantrill 1:24:22

4년 전1:24:22

나중에 재생

나중에 재생

1:24:22

James chats with Bryan Cantrill of Oxide Computer to discuss the open source hardware explosion, Oxide's experience with Embedded Rust, the importance of a culture of sharing knowledge, and the joy of fixing hard-to-diagnose systems problems.

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005 - Clifford Heath 1:04:45

4년 전1:04:45

나중에 재생

나중에 재생

1:04:45

James chats with Clifford Heath to discuss the differences between procedural and structural code, using natural language processing to describe software, code generation, and programming education approaches.

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004 - François Baldassari 48:36

4년 전48:36

나중에 재생

나중에 재생

48:36

James chats with François Baldassari to discuss embedded systems, engineering practices (and where the industry is lacking), and the social side of improving the skills of embedded systems teams.

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003 - Michael Gattozzi 1:11:28

4년 전1:11:28

나중에 재생

나중에 재생

1:11:28

James chats with Michael Gattozzi to discuss developer tooling, message serialization, and undefined behavior in Rust.

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