Engineering AI: Expectations, Challenges, and Market Trends

Embedded Insiders

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Nội dung được cung cấp bởi Embedded Computing Design. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được Embedded Computing Design hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.

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Understanding the Elegant Math Behind Modern Machine Learning 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 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…

cách đây khoảng một năm trước 44:27

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On this episode of Embedded Insiders, Alex Iuorio, Avnet’s Senior Vice President of Global Supplier Development, delves into the findings of the 2025 Avnet Insights engineering survey. This year’s report focuses on Artificial Intelligence, examining what engineers expect from the market, the challenges they anticipate, and how AI is influencing product design.

Next, Rich sits down with Kumar Gala and Maureen Helm, both Distinguished Engineers with Analog Devices’ Software & Digital Platforms Group, to explore CodeFusion Studio. Built on Microsoft’s Visual Studio Code (VS Code), this integrated development environment (IDE) helps engineers start with an SoC and seamlessly design their systems.

But first, Rich and Ken discuss recent developments involving China, the U.S., and AI.

For more information, visit embeddedcomputing.com

266 tập

#Tech #Embedded Computing Designs #Science #Physics #Podcasting Education #Open Source

Engineering AI: Expectations, Challenges, and Market Trends

Embedded Insiders

19 subscribers

published cách đây khoảng một năm trước

Chia sẻ

MP3•Trang chủ episode

Send us a text

But first, Rich and Ken discuss recent developments involving China, the U.S., and AI.

For more information, visit embeddedcomputing.com

266 tập

#Tech #Embedded Computing Designs #Science #Physics #Podcasting Education #Open Source

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Send us a text In this episode of Embedded Insiders, Winston Leung, Senior Product Marketing Manager at QNX, and Jay Thomas, Director of Field Development at LDRA join the podcast to discuss the fusion of robotics and automation in modern manufacturing, and how functional safety is shaping this transformative shift. Then, Rich and Vin are back with another Dev Talk featuring Steve Mensor, Vice President at Achronix Semiconductor. The three dive into the game-changing potential of embedded FPGAs and the benefits of blending the strengths of hardware and software. But first, Rich and Ken kick things off with a look at what’s in store for embedded world 2025, and a recent announcement involving Apple’s first custom modem chip for iPhones. For more information, visit embeddedcomputing.com…

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Engineering AI: Expectations, Challenges, and Market Trends 44:27

cách đây 5 weeks trước44:27

44:27

Send us a text On this episode of Embedded Insiders, Alex Iuorio, Avnet’s Senior Vice President of Global Supplier Development, delves into the findings of the 2025 Avnet Insights engineering survey . This year’s report focuses on Artificial Intelligence, examining what engineers expect from the market, the challenges they anticipate, and how AI is influencing product design. Next, Rich sits down with Kumar Gala and Maureen Helm, both Distinguished Engineers with Analog Devices’ Software & Digital Platforms Group, to explore CodeFusion Studio . Built on Microsoft’s Visual Studio Code (VS Code), this integrated development environment (IDE) helps engineers start with an SoC and seamlessly design their systems. But first, Rich and Ken discuss recent developments involving China, the U.S., and AI. For more information, visit embeddedcomputing.com…

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Send us a text In this episode of Embedded Insiders, Bruce Franklin, Senior Director of Automotive at Micron, joins us to share his 2025 predictions for the automotive industry. He dives into the role of embedded memory and storage in robotaxis, key considerations for manufacturers, and how these advancements will shape the future of self-driving cars and next-generation architectures. Later, Rich sits down with Quentin Ochem, Chief Product and Revenue Officer at AdaCore, to explore a critical question: When designing high-integrity systems like those used in automotive applications, what is the programming language of choice? But first, Rich and Ken are back from CES 2025 and kick things off by recapping their experience, highlighting the top technology trends from the industry's leading companies. For more information, visit embeddedcomputing.com…

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Send us a text In this episode of Embedded Insiders , we dive into the challenges and solutions shaping AI and identity verification. Pavel Goldman-Kalaydin, Head of AI and Machine Learning at Sumsub shares how his team is tackling deepfake threats while addressing privacy and ethics concerns with cutting-edge, AI-driven tech. Later, Rich and Vin chat with Maher Matta, President of the Americas at Infineon Technologies. From his early days as a bench engineer to leading a thriving tech powerhouse, Maher shares the highs, lows, and lessons from his remarkable journey. But first, Rich and Ken break down the latest AI news featuring two industry giants. For more information, visit embeddedcomputing.com…

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Send us a text On this episode of Embedded Insiders, Editor-in-Chief, Ken Briodagh, sits down with Patrick Soheili and Kevin Donnelly of Eliyan to highlight the company's new Chiplet Interconnect PHY at 64Gbps in 3nm Process. The multi-die interconnect evolution marches on and Eliyan is getting a lot of attention for its ability to deliver performance and bandwidth like this in either standard or advanced packaging. Next, Rich is joined by Sayeed Ahmed, director at Infineon Technologies , to discuss the electrification of software-defined vehicles, according to Ahmed, there are still some tradeoffs and issues to be solved. But first, Rich gives us a sneak peek into his trip to Munich for electronica 2024. Stay tuned to hear about the sessions and the top innovators of our Best-in-Show awards. For more information, visit embeddedcomputing.com…

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Send us a text On this episode of Embedded Insiders, we’re joined by David Bartlett, Head of Technology in the business unit at u-blox, to explore how low-earth orbit (LEO) satellites could elevate positioning, navigation, and timing (PNT) services. Are satellites closer to Earth the answer to providing reliable PNT in the toughest environments? Then, Rich and Vin sit down with Frank Norris, author of Colonizing Mars , to discuss what it would take to establish a human colony on the Red Planet, and the challenges of establishing a permanent colony there. But first, we dive into AI and security. Building on a recent conversation with BlackBerry, I ask Rich and Ken to unpack the complexities of using AI to secure systems against AI-driven threats. How do we ensure that AI solutions stay reliable without introducing new risks? For more information, visit embeddedcomputing.com…

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Send us a text On this episode of Embedded Insiders, we dive into the growing advancements in AI and HPC with Lou Ternullo, senior director of IP product marketing at Rambus. Lou highlights the evolving data center architectures and the increasing demands for high bandwidth, low latency, and robust performance. He also explains how Rambus is staying ahead of the curve with its recently launched PCI Express® (PCIe®) 7.0 IP portfolio . Next, Rich, Ken, and I discuss innovation in the memory market, focusing on how the push toward lower latency—driven by AI and edge processing—has led most companies in the industry to prioritize accessibility, speed, and reliability as key solutions. Finally, in our Engineering Heroes segment sponsored by Wind River, we’re highlighting Albert Manero and John Sparkman, co-founders of Limbitless Solutions, a University of Central Florida-based nonprofit. The two develop bionic prosthetic limbs custom-designed specifically to fit children with limb differences. For more information, visit embeddedcomputing.com…

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Send us a text On this episode of Embedded Insiders, Rich and Erik Wood, Senior Director of Product Security at Infineon Technologies, discuss security at the edge. Diving into the company’s wide variety of secure features, Infineon’s newest MCU line, the PSoC Edge, is a single solution highlighted for its "MCU-ness” and effort in making edge security simpler and cheaper. Next, in our Engineering Heroes segment sponsored by Wind River, we’re honoring Nandini Kappiah, a Senior Director of Software Engineering at Google, who worked alongside her team of 180 and contributed to developing California’s ShakeAlert earthquake early warning system. The system works to inform millions of Android device users all along the West Coast of the U.S. But first, here’s Rich and Ken discussing some of the most recent and significant acquisitions surrounding GaN-based power products. For more information, visit embeddedcomputing.com…

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