Best TinyML Podcasts (2025)

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SE Radio 693: Mark Williamson on AI-Assisted Debugging 54:12

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12h ago54:12

54:12

Mark Williamson, CTO of Undo, joins host Priyanka Raghavan to discuss AI-assisted debugging. The conversation is structured around three main objectives: understanding how AI can serve as a debugging assistant; examining AI-powered debugging tools; exploring whether AI debuggers can independently find and fix bugs. Mark highlights how AI can suppor…

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Enhancing Field Oriented Control of Electric Drives with tiny Neural Network 16:59

2d ago16:59

16:59

Ever wondered how the electric vehicles of tomorrow will squeeze every last drop of efficiency from their batteries? The answer lies at the fascinating intersection of artificial intelligence and motor control. The electrification revolution in automotive technology demands increasingly sophisticated control systems for permanent magnet synchronous…

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SE Radio 692: Sourabh Satish on Prompt Injection 1:04:36

9d ago1:04:36

1:04:36

Sourabh Satish, CTO and co-founder of Pangea, speaks with SE Radio's Brijesh Ammanath about prompt injection. Sourabh begins with the basic concepts underlying prompt injection and the key risks it introduces. From there, they take a deep dive into the OWASP Top 10 security concerns for LLMs, and Sourabh explains why prompt injection is the top ris…

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Transforming Human-Computer Interaction with OpenVINO 43:26

9d ago43:26

43:26

The gap between science fiction and reality is closing rapidly. Remember when talking to computers was just a fantasy in movies? Raymond Lo's presentation on building chatbots with OpenVINO reveals how Intel is transforming ordinary PCs into extraordinary AI companions. Imagine generating a photorealistic teddy bear image in just eight seconds on y…

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SE Radio 691: Kacper Łukawski on Qdrant Vector Database 59:51

16d ago59:51

59:51

Kacper Łukawski, a Senior Developer Advocate at Qdrant, speaks with host Gregory M. Kapfhammer about the Qdrant vector database and similarity search engine. After introducing vector databases and the foundational concepts undergirding similarity search, they dive deep into the Rust-based implementation of Qdrant. Along with comparing and contrasti…

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Energy Efficient and high throughput inference using compressed tsetlin machine 20:21

16d ago20:21

20:21

Logic beats arithmetic in the machine learning revolution happening at Newcastle University. From a forgotten Soviet mathematician's work in the 1960s to modern embedded systems, Settle Machine represents a paradigm shift in how we approach artificial intelligence. Unlike traditional neural networks that rely on complex mathematical operations, Set…

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SE Radio 690: Florian Gilcher on Rust for Safety-Critical Systems 1:03:44

23d ago1:03:44

1:03:44

Florian Gilcher, co-founder of Ferrous Systems and the Rust Foundation, speaks with host Giovanni Asproni about the application of Rust in mission- and safety-critical systems. The discussion starts with a brief overview of such systems, and an introduction to Rust, emphasizing aspects that make it well-suited for critical environments. Florian and…

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Applying GenAI to Mice Monitoring 17:23

23d ago17:23

17:23

The AI revolution isn't just for tech giants with unlimited computing resources. Small and medium enterprises represent a crucial frontier for edge generative AI adoption, but they face unique challenges when implementing these technologies. This fascinating exploration takes us into an unexpected application: smart laboratory mouse cages enhanced …

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SE Radio 689: Amey Desai on the Model Context Protocol 58:36

29d ago58:36

58:36

Amey Desai, the Chief Technology Officer at Nexla, speaks with host Sriram Panyam about the Model Context Protocol (MCP) and its role in enabling agentic AI systems. The conversation begins with the fundamental challenge that led to MCP's creation: the proliferation of "spaghetti code" and custom integrations as developers tried to connect LLMs to …

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Simple Cost Effective Vision AI Solutions at the edge 18:39

1M ago18:39

18:39

By EDGE AI FOUNDATION

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SE Radio 688: Daniel Stenberg on Removing Rust from Curl 57:14

1M ago57:14

57:14

Daniel Stenberg, Swedish Internet protocol expert and founder and lead developer of the Curl project, speaks with SE Radio host Gavin Henry about removing Rust from Curl. They discuss why Hyper was removed from curl, why the last five percent of making it a success was difficult, what the project gained from the 5-year attempt to tackle bringing Ru…

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Low Code No Code Platform for Developing AI algorithms 20:07

1M ago20:07

20:07

Revolutionizing edge computing just got easier. This eye-opening exploration of ST Microelectronics' ST-IoT Craft platform reveals how everyday developers can now harness the power of artificial general intelligence without writing a single line of code. The modern IoT landscape presents a paradox: billions of devices generate zettabytes of valuabl…

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SE Radio 687: Elizabeth Figura on Proton and Wine 52:17

1M ago52:17

52:17

Elizabeth Figura, a Wine Developer at CodeWeavers, speaks with SE Radio host Jeremy Jung about the Wine compatibility layer and the Proton distribution. They discuss a wide range of details including system calls, what people run with Wine, how games are built differently, conformance and regression testing, native performance, emulating a CPU vs e…

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Stochastic Training for Side-Channel Resilient AI 18:57

1M ago18:57

18:57

Protecting valuable AI models from theft is becoming a critical concern as more computation moves to edge devices. This fascinating exploration reveals how sophisticated attackers can extract proprietary neural networks directly from hardware through side-channel attacks - not as theoretical possibilities, but as practical demonstrations on devices…

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SE Radio 686: François Daoust on W3C 1:02:36

2M ago1:02:36

1:02:36

François Daoust, W3C staff member and co-chair of the Web Developer Experience Community Group, discusses the origins of the W3C, the browser standardization process, and how it relates to other organizations like TC39, WHATWG, and IETF. This episode covers a lot of ground, including funding through memberships, royalty-free patent access for imple…

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Beyond TOPS: A Holistic Framework for Edge AI Metrics 12:14

2M ago12:14

12:14

Beyond raw computational power lies the true measure of AI system effectiveness. Austin Lyons, founder of ChipStrat and analyst at Creative Strategies, challenges us to rethink how we evaluate Edge AI technologies in this thought-provoking talk on metrics that truly matter. For too long, the industry has obsessed over Trillion Operations Per Second…

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SE Radio 685: Will Wilson on Deterministic Simulation Testing 1:01:14

2M ago1:01:14

1:01:14

In this episode, Will Wilson, CEO and co-founder of Antithesis, explores Deterministic Simulation Testing (DST) with host Sriram Panyam. Wilson was part of the pioneering team at FoundationDB that developed this revolutionary testing approach, which was later acquired by Apple in 2015. After seeing that even sophisticated organizations lacked robus…

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How AI Zip Is Shrinking Models for a Device-First Future 29:41

2M ago29:41

29:41

What if we could put powerful AI anywhere—from underwater cameras monitoring fish to the phone in your pocket? That's the vision driving AI Zip, a company building ultra-efficient AI models that can run on virtually any device. During this fascinating conversation, we explore how AI Zip is pioneering a different path in artificial intelligence by f…

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SE Radio 684: Dan Bergh Johnsson and Daniel Deogun on Secure By Design 56:43

2M ago56:43

56:43

Daniel Deogun and Dan Bergh Johnsson -- two of the co-authors of the book, Secure by Design -- discuss the intersection of good software design and security with host Sam Taggart. They describe how following certain software design principles can help developers create secure software without needing to become security experts. They talked about ho…

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How Innatera is Revolutionizing Low-Power AI with Neuromorphic Chips 16:28

2M ago16:28

16:28

What happens when we redesign computing hardware to work more like the human brain? The results are transformative for edge AI. Sumit Kumar from Inatera takes us inside the world of neuromorphic computing – a revolutionary approach that's bringing brain-like intelligence directly to sensors. Born from research at Delft University of Technology, Ina…

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SE Radio 683: Artie Shevchenko on Programmers as Code Health Guardians 53:30

2M ago53:30

53:30

Artie Shevchenko, author of Code Health Guardian, speaks with host Jeff Doolittle about the crucial role of human programmers in the AI era, emphasizing that humans must excel at managing code complexity. Shevchenko discusses these concepts and key takeaways from his book, including the three problems caused by complexity: change amplification, cog…

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How Edge Matrix is Transforming Video Monitoring Through AI 28:32

2M ago28:32

28:32

Smart cities face an impossible challenge - monitoring countless security cameras 24/7 with human operators alone. Edge Matrix is solving this problem with innovative AI technology that transforms how urban environments approach security and monitoring. Founded in 2019 as a Cloudian spin-off, Edge Matrix has developed sophisticated video AI solutio…

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SE Radio 682: Duncan McGregor and Nat Pryce on Refactoring from Java to Kotlin 57:23

3M ago57:23

57:23

Duncan McGregor and Nat Pryce, co-authors of Java to Kotlin: Refactoring Guidebook, speak with host Giovanni Asproni about their hands-on experiences migrating Java codebases. The episode starts by highlighting Kotlin's seamless interoperability with Java, allowing teams to incrementally adopt Kotlin without disrupting existing Java code. Duncan an…

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From Stanford Labs to Edge AI Pioneers: FemtoSense's Journey 20:11

3M ago20:11

20:11

The quest to create artificial intelligence as efficient as the human brain is one of computing's most fascinating challenges. While today's AI systems consume megawatts of power in massive data centers, your brain accomplishes far more complex tasks on roughly 20 watts—about the same as a dim light bulb. This efficiency gap is what FemtoSense is d…

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SE Radio 681: Qian Li on DBOS Durable Execution/Serverless Computing Platform 52:17

3M ago52:17

52:17

Qian Li of DBOS, a durable execution platform born from research by the creators of Postgres and Spark, speaks with host Kanchan Shringi about building durable, observable, and scalable software systems, and why that matters for modern applications. They discuss database-backed program state, workflow orchestration, real-world AI use cases, and com…

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Smart Sampling Unlocks Edge AI Capabilities You Never Thought Possible 20:15

3M ago20:15

20:15

What if everything we assumed about AI and data was wrong? In a world obsessed with collecting more and more sensor data, LightScline has discovered something remarkable: we might only need 10% of it. Drawing inspiration from the human brain's selective attention mechanism, LightScline co-founders Ankur and Ayush Goel have developed an approach tha…

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SE Radio 680: Luke Hinds on Privacy and Security of AI Coding Assistants 45:37

3M ago45:37

45:37

Luke Hinds, CTO of Stacklok and creator of Sigstore, speaks with SE Radio's Brijesh Ammanath about the privacy and security concerns of using AI coding agents. They discuss how the increased use of AI coding assistants has improved programmer productivity but has also introduced certain key risks. In the area of secrets management, for example, the…

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The future belongs to greasy machines that think for themselves - Anoop Balachandran of Tinkerblox 22:08

3M ago22:08

22:08

From cloud dependency to edge autonomy – we explore the frontier of intelligent edge computing with TinkerBlocks co-founder Anoop. Imagine a world where your machines don't need to phone home to make decisions. That's the vision driving TinkerBlox, a startup founded by former Bosch Digital executives who saw firsthand how IoT implementations were h…

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SE Radio 679: Wesley Beary on API Design 47:51

3M ago47:51

47:51

Wesley Beary of Anchor speaks with host Sam Taggart about designing APIs with a particular emphasis on user experience. Wesley discusses what it means to be an "API connoisseur"— paying attention to what makes the APIs we consume enjoyable or frustrating and then taking those lessons and using them when we design our own APIs. Wesley and Sam also e…

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How embedUR is bridging the gap between embedded development and AI with Rajesh Subramanian 17:49

3M ago17:49

17:49

The technological pendulum has swung dramatically over the last two decades. From desktop computing to cloud dominance and now back to the critical importance of edge devices, we're witnessing a renaissance in embedded systems. But this time, they're getting smart. Rajesh, founder of embedUR, takes us on a journey through this evolution, explaining…

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How Weeteq is Revolutionizing Microcontroller Technology for Industrial Automation 20:30

4M ago20:30

20:30

What happens when you push AI to the absolute edge of networks? Meet Weeteq, a Scottish startup revolutionizing system optimization by bringing intelligence directly into microcontroller control loops. In this fascinating conversation with Martin from Weeteq, we explore the concept of "Ultra Edge" - technology that operates beyond what we typically…

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SE Radio 678: Chris Love on Kubernetes Security 54:36

4M ago54:36

54:36

Chris Love, co-author of the book Core Kubernetes, joins host Robert Blumen for a conversation about kubernetes security. Chris identifies the node layer, secrets management, the network layer, contains, and pods as the most critical areas to be addressed. The conversation explores a range of topics, including when to accept defaults and when to ov…

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From Cloud to Edge: NXP's AI Journey with Ali Ors 20:40

4M ago20:40

20:40

The line between cloud and edge AI is blurring, and NXP Semiconductors stands at the forefront of this transformation. In this illuminating conversation, Ali Ors, Head of AI Strategy and Technologies at NXP, unveils how the semiconductor giant is embedding dedicated AI acceleration across their entire product portfolio—from basic microcontrollers t…

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SE Radio 677: Jacob Visovatti and Conner Goodrum on Testing ML Models for Enterprise Products 1:00:54

4M ago1:00:54

1:00:54

Jacob Visovatti and Conner Goodrum of Deepgram speak with host Kanchan Shringi about testing ML models for enterprise use and why it's critical for product reliability and quality. They discuss the challenges of testing machine learning models in enterprise environments, especially in foundational AI contexts. The conversation particularly highligh…

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SE Radio 676: Samuel Colvin on the Pydantic Ecosystem 1:02:06

4M ago1:02:06

1:02:06

Samuel Colvin, the CEO and founder of Pydantic, speaks with host Gregory M. Kapfhammer about the ecosystem of Pydantic's Python frameworks, including Pydantic, Pydantic AI, and Pydantic Logfire. Along with discussing the design, implementation, and use of these frameworks, they dive into the refactoring of Pydantic and the follow-on performance imp…

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From Arduino to AI: A 20-Year Journey with David Cuartielles 22:57

4M ago22:57

22:57

Twenty years after its founding in a small Italian café, Arduino has transformed from a simple open-source project into a global technology enabler that's educated an entire generation of makers, developers, and engineers. In this fascinating conversation with Arduino co-founder David Cuartielles, we explore the evolution of this groundbreaking pla…

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From Sensors to Solutions: The Future of Edge AI with Chad Lucien of Ceva 17:06

4M ago17:06

17:06

At the crossroads of cutting-edge technology and practical innovation stands Ceva, a semiconductor IP powerhouse with a remarkable two-decade legacy. Powering nearly 20 billion devices worldwide and shipping over 2 billion annually, SIVA has emerged as a crucial enabler in the burgeoning edge AI ecosystem. What distinguishes Ceva in this competitiv…

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SE Radio 675: Brian Demers on Observability into the Toolchain 47:41

4M ago47:41

47:41

Brian Demers, Developer Advocate at Gradle, speaks with host Giovanni Asproni about the importance of having observability in the toolchain. Such information about build times, compiler warnings, test executions, and any other system used to build the production code can help to reduce defects, increase productivity, and improve the developer exper…

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Closing the Gap: Closing the Gap: How to Get Edge AI To Users Faster | Edge of Tomorrow: The Edge AI Debate with Rajesh Subramaniam (embedUR Systems) & Reza Kazerounian (Alif Semiconductor) 0:58

4M ago0:58

0:58

Edge AI is evolving fast - but how do we accelerate the path from development to deployment, and get real products into users’ hands sooner? Welcome to the Edge of Tomorrow - The Edge AI Debate, our brand new spin off series on The IoT Podcast in collaboration with the @edgeaifoundation bringing together the leading minds in Edge AI for debates and…

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EDGE AI Partner: David Aronchick of Expanso 21:51

4M ago21:51

21:51

The digital landscape is rapidly evolving beyond centralized cloud computing. In this illuminating conversation with David Aronchik, co-founder of Expanso, we explore the growing necessity of processing data right where it's generated—at the edge. Drawing from his impressive background as the first non-founding PM for Kubernetes at Google and his l…

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SE Radio 674: Vilhelm von Ehrenheim on Autonomous Testing 49:49

4M ago49:49

49:49

Vilhelm von Ehrenheim, co-founder and chief AI officer of QA.tech, speaks with SE Radio's Brijesh Ammanath about autonomous testing. The discussion starts by covering the fundamentals, and how testing has evolved from manual to automated to now autonomous. Vilhelm then deep dives into the details of autonomous testing and the role of agents in auto…

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Bringing Generative AI to Your Pocket: The Future of Edge Computing 27:10

5M ago27:10

27:10

A technological revolution is quietly unfolding in your pocket. Imagine your phone creating stunning images, understanding what its camera sees, and responding to complex questions—all without sending a single byte of data to the cloud. This isn't science fiction; it's Generative EDGE AI, and it's already here. We dive deep into this transformative…

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SE Radio 673: Abhinav Kimothi on Retrieval-Augmented Generation 55:55

5M ago55:55

55:55

In this episode of Software Engineering Radio, Abhinav Kimothi sits down with host Priyanka Raghavan to explore retrieval-augmented generation (RAG), drawing insights from Abhinav's book, A Simple Guide to Retrieval-Augmented Generation. The conversation begins with an introduction to key concepts, including large language models (LLMs), context wi…

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SE Radio 672: Luca Palmieri on Rust In Production 57:46

5M ago57:46

57:46

Luca Palmieri, author of Zero to Production in Rust and Principal Engineering Consultant at MainMatter, speaks with SE Radio host Gavin Henry about Rust in production. They discuss what production Rust means, how to get Rust code into production, specific Rust issues to think about when getting an application into production, what Rust profiles are…

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Audio AI on the Edge with Ceva 59:47

5M ago59:47

59:47

Audio processing at the edge is undergoing a revolution as deep learning transforms what's possible on tiny, power-constrained devices. Daniel from SIVA takes us on a fascinating journey through the complete lifecycle of audio AI models—from initial development to real-world deployment on microcontrollers. We explore two groundbreaking applications…

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Garbage In, Garbage Out - High-Quality Datasets for Edge ML Research 21:17

5M ago21:17

21:17

The EDGE AI FOUNDATION's Datasets & Benchmarks Working Group highlights the rapid progress in neural networks, particularly in cloud-based applications like image recognition and NLP, which benefited greatly from large, high-quality datasets. However, the constrained nature of edge AI devices necessitates smaller, more efficient models, yet a lack …

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SE Radio 671: Carson Gross on HTMX 1:15:39

5M ago1:15:39

1:15:39

In this episode, SE Radio host Sriram Panyam explores HTMX with its creator, Carson Gross, who is also creator of Hyperscript, the mind behind the Grug Brained Developer, a professor of software engineering at Montana State University, and co-author of Hypermedia Systems. HTMX is a modern JavaScript library that allows developers to access AJAX, We…

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SE Radio 670: Matthias Endler on Prototype in Rust 1:01:01

5M ago1:01:01

1:01:01

Matthias Endler, Rust developer, open-source maintainer, and consultant through his company Corrode, speaks with SE Radio host Gavin Henry about prototyping in Rust. They discuss prototyping and why Rust is excellent for prototyping, and Matthias recommends a workflow for it, including what parts of Rust to use, and what parts to avoid at this stag…

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Edge AI Investing Essentials 56:00

5M ago56:00

56:00

The path to successful investment in edge AI requires far more than technical brilliance. In this revealing panel discussion, venture capitalists and corporate investors share what truly matters when deciding where to place their bets in the evolving edge computing landscape. At the heart of every investment decision lies a deceptively simple quest…

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Beyond the Edge: Cloud and AI Convergence 13:47

6M ago13:47

13:47

Beyond the Edge, from the EDGE AI FOUNDATION, explores the future of edge computing by advocating for a shift in perspective. It suggests moving beyond the limitations of traditional IoT deployments by integrating advancements in edge AI, semiconductors, and connectivity. The author argues that the cloud will serve as a crucial "binding agent," ena…