Shows / EDGE AI POD
EDGE AI POD
Discover the cutting-edge world of energy-efficient machine learning, edge AI, hardware accelerators, software algorithms, and real-world use cases with this podcast feed from all things in the world's largest EDGE AI community.
These are shows like EDGE AI Talks, EDGE AI Blueprints as well as EDGE AI FOUNDATION event talks on a range of research, product and business topics.
Join us to stay informed and inspired!
Episodes
- EDGE AI POD
AI solutions for embedded systems and challenges for GenAI implementations
What does it really take to ship AR glasses you can wear all day without a tether to the cloud? We take you behind the scenes of edge AI design, where every…
- EDGE AI POD
Edge AI From Atoms To Apps with Dr. Mohamed Sabry of Nanoveu
What if real AI at the edge didn’t drain your battery, overheat your device, or bloat your bill of materials? We pull back the curtain on EMASS, our edge AI…
- EDGE AI POD
Revolutionizing On-Device AI Deployment Through Rapid Implementation
The fastest AI you’ll use today might already be in your pocket. We dive into how modern smartphones ship with dedicated MPUs that outperform CPUs and GPUs for…
- EDGE AI POD
How Edge AI Moves From Cloud Hype To Real-World Impact
What if the next great leap in AI isn’t bigger models in bigger clouds, but millions of small, smart systems making decisions where the data is born? Guy Tamir…
- EDGE AI POD
Edge AI, Energy, And Autonomy
What if the next big jump in productivity isn’t a single breakthrough but a flywheel—AI that runs on the edge, energy systems that adapt in real time, and…
- EDGE AI POD
Why The Next Wave Of AI Lives At The Edge
AI’s center of gravity is moving—from monolithic cloud models to a living fabric that connects devices, senses the world, and infers on the spot. We walk…
- EDGE AI POD
Why Hardware, Software, And Developers Must Unite To Bring AI To The Real World
The hype fades fast when your cloud bill spikes and your devices still lag. We sat down with leaders from Qualcomm, Renesas, Enerzai, Kudrat AI, and Advantech…
- EDGE AI POD
Your Earbuds Might Be Smarter Than Your Car - A talk with Iri Trashanski of Ceva
Join Iri Trashanski, Chief Strategy Officer of Ceva, as we explore how intelligence is shifting into a distributed fabric where devices connect, sense, and…
- EDGE AI POD
Cans, Defects, And Synthetic Vision
What if the best training data for your model never existed in the real world? We walk through a practical, high-stakes use case—defect detection on aluminum…
- EDGE AI POD
Bridging the Research-Reality Divide in Edge AI
Ever wondered why so many groundbreaking AI innovations never make it to market? The answer lies in the treacherous gap between research and reality – a…
- EDGE AI POD
Synthetic Data For Smarter Vision
You shouldn’t need a warehouse full of broken products to build a reliable vision model. We dig into how synthetic data flips the script for manufacturing and…
- EDGE AI POD
Cloud Can’t Keep Up, So Your Toaster Gets A Brain
The cloud can’t carry the weight of billions of sensors forever, and we’re proving why. We walk through a new class of ultra‑low‑power, heterogeneous…
- EDGE AI POD
Edge AI That Cuts Chemical Waste
What if a lab test that takes 12 to 24 hours could be replaced by a live estimate that guides dosing in real time? We walk through a high-stakes water story…
- EDGE AI POD
The Skinny Transformer: Squeezing Gen AI into Tiny Devices
The future of artificial intelligence isn't just in massive cloud data centers—it's happening right now on the devices all around us. This insightful panel…
- EDGE AI POD
How Microsecond AI Control Transforms Power Systems And Cuts Errors
What if the control loop could think ahead and correct itself before errors take hold? We dive into a practical leap for motors, inverters, and energy storage…
- EDGE AI POD
Edge of Tomorrow: How NXP is Revolutionizing On-Device AI
The AI landscape is transforming rapidly, and NXP Semiconductors is at the forefront of bringing these capabilities where they matter most—directly to edge…
- EDGE AI POD
Hardware-Aware AI, Not Just Bigger Models
What if the obstacle to fast, reliable AI isn’t your dataset or your optimizer—but the silicon under your model? We dig into why performance collapses when…
- EDGE AI POD
What If A Pair Of Glasses Could Read Intent?
Imagine steering a game with nothing but a blink and a glance. That’s the spark behind our latest build: a noninvasive brain-computer interface that runs…
- EDGE AI POD
Got Fake Chips? Our AI Doesn't Fall For That
Semiconductor counterfeiting has grown into a $200 billion annual problem threatening the integrity of global electronics supply chains. As both chip shortages…
- EDGE AI POD
Smarter AI, Faster Hardware
Your phone, watch, and even your fridge want real-time intelligence—but power and latency won’t tolerate bloated models or generic compute. We walk through a…
- EDGE AI POD
Village OS: AI For Sustainable Living
What if a neighborhood could think, heal, and feed itself? We sit down with James Ehrlich of Stanford to unpack Village OS, a generative AI platform that…
- EDGE AI POD
When Edge AI Meets Hearing Loss, Access Gets Real
Crowded cafés, clinking plates, and echoey halls make conversations exhausting. We set out to change that by fitting real deep learning into an ear-sized…
- EDGE AI POD
Cows Chewed Our Sensors And Still Taught Us About Edge AI
A failed 5G rollout in a legendary forest forced us to rethink everything we knew about AI infrastructure. Instead of pushing data to distant servers, we…
- EDGE AI POD
How AI Compensates for PID Controller Limitations in Electric Vehicles with STMicroelectronics
How can artificial intelligence transform electric vehicle performance? Discover the groundbreaking application of neural networks to motor control challenges…
- EDGE AI POD
How to simplify and securely maintain up-to-date AI Models in the Edge
Ever shipped a smart device and worried what happens after it leaves the lab? We dig into the hard parts of edge security—where models live on-device, firmware…
- EDGE AI POD
AI-Driven Brain-Computer Interface (BCI) Unlocking the Minds Potential
Imagine steering a game or selecting a letter with nothing but a blink or a glance. We set out to make that feel normal, not magical, by building a…
- EDGE AI POD
An Embedded Transformer- base face recognition system in the STM32N6
What if transformer-level face recognition could run on a microcontroller without giving up speed or accuracy? We set out to make that real on the STM32N6 by…
- EDGE AI POD
Verification, Validation & Certification of AI in Safety-Critical Applications
A cyclist disappears to the model, not to your eyes—and that mismatch is the heart of safety-critical AI. We open with the “vanishing cyclist” to show how…
- EDGE AI POD
Aptos: Creating ML models that fit your edge device like a glove
Shipping edge AI shouldn’t feel like a marathon through model zoos, missing ops, and latency ceilings. We lay out a practical path to get from your data and…
- EDGE AI POD
Neural-ART: ST’s New NPU Architecture at the Edge
What if the fastest path to efficient edge AI isn’t a bigger CPU, but a smarter stream of data? We pull back the curtain on NeuralArt—the flexible…
- EDGE AI POD
A Unified Neuromorphic Platform for Sparse, Low Power Computation
Sensors are flooding the edge with data while CPUs juggle denoising, formatting, and inference. We built ADA to flip that script: a Turing-complete…
- EDGE AI POD
From Fragments to Foundation: The Sound of Progress in Edge Audio AI
What if your printer didn’t just spit out pages, but actually understood them? We walk through a hands-on look at multimodal AI on the edge—how visual-language…
- EDGE AI POD
Empowering at the Edge: the "Arduino way" to AI
What if AI felt like a door you could open, not a wall you had to climb? We dig into how Arduino’s approach—accessibility first, power when you need it—turns…
- EDGE AI POD
Faster Edge AI, Fewer Headaches
If you’ve ever shipped a model that flew in the cloud and crawled on a device, this conversation is a relief valve. We bring on Andreas from Embedl to unpack…
- EDGE AI POD
TinyML Implementation for a Textile-Integrated Breath Rate Sensor
Clothes that quietly listen to your breath might be the missing link between hospital‑grade vigilance and everyday comfort. We walk through how our team built…
- EDGE AI POD
From Lab to Low-Power: Building EMASS, a Tiny AI Chip That Runs on Milliwatts
What if the only way to get real gains at the edge is to redesign everything—from the silicon atoms to the app you deploy? That’s the bet Professor-Founder…
- EDGE AI POD
What happens when AI learns from the fire hose—and tests itself on silicon
What if your model pipeline started with a simple goal—your dataset, your target chip, and your latency or energy budget—and ended with measured results on…
- EDGE AI POD
Survey Data Shows How AI Will Reshape Cars And Why It Belongs On The Edge
We share new data showing why drivers see generative AI as a defining force in mobility and how edge inference makes cars faster, safer, and more personal. We…
- EDGE AI POD
What happens when you use AI to optimize AI and make AI models run fast anywhere?
Tired of choosing between performance and freedom? We sit down with Stefan Crossin, CEO and co‑founder of YASP, to unpack how a hardware‑aware AI compiler can…
- EDGE AI POD
2026 and Beyond - The Edge AI Transformation
What if the smartest part of AI isn’t in the cloud at all—but right next to the sensor where data is born? We pull back the curtain on the rapid rise of edge…
- EDGE AI POD
Edge Computing Revolutionized: MemryX's New AI Accelerator
Ready to revolutionize your approach to edge AI? Keith Kressin, a veteran with 13 years at Qualcomm before joining MemoryX, shares a breakthrough technology…
- EDGE AI POD
Atym and WASM is revolutionizing edge AI computing for resource-constrained devices.
Most conversations about edge computing gloss over the enormous challenge of actually deploying and managing software on constrained devices in the field. As…
- EDGE AI POD
Honey, I Shrunk the LLMs: Edge-Deployed AI Agents
The landscape of artificial intelligence is experiencing a profound transformation, with AI capabilities moving from distant cloud servers directly to edge…
- EDGE AI POD
Ambient Scientific's Journey: From Personal Tragedy to Ultra-Low Power AI Innovation
When personal tragedy strikes, some find a way to transform pain into purpose. Such is the remarkable story behind Ambient Scientific, where founder GP Singh's…
- EDGE AI POD
How EMASS is Revolutionizing Battery-Powered AI Applications
Power efficiency has become the new currency in AI, and no company exemplifies this shift better than EMAS. Founded by Professor Mohamed Ali as a spinoff from…
- EDGE AI POD
Beyond the Cloud: The Hidden Security Challenges of Edge AI
"Do you trust your AI models? Honestly, I don't trust them. We should not trust them." These powerful words from STMicroelectronics' Mounia Kharbouche…
- EDGE AI POD
Real World Deployment and Industry Applications
The humble printer - that device gathering dust in the corner of your office - is about to undergo a remarkable transformation. Thanks to advancements in…
- EDGE AI POD
Bridging the Digital Divide by Generative AI through the Edge
The technological revolution sparked by generative AI threatens to create the deepest digital divide we've ever seen. In this illuminating talk, Danilo Pau…
- EDGE AI POD
Networked AI Agents Decentralized Architecture
What happens when trillions of AI agents can discover, communicate, and collaborate across organizational boundaries? Pradyumna Shari from MIT Media Lab…
- EDGE AI POD
Generative AI on NXP Microprocessors
Stepping into a future where AI doesn't require the cloud, NXP is revolutionizing edge computing by bringing generative AI directly to microprocessors. Alberto…
- EDGE AI POD
Transforming Human-Computer Interaction with OpenVINO
The boundary between humans and computers is blurring as AI capabilities advance, creating opportunities for more natural, conversational interactions with our…
- EDGE AI POD
Support for Novel Models for Ahead of Time Compiled Edge AI Deployment
The growing gap between rapidly evolving AI models and lagging deployment frameworks creates a significant challenge for edge AI developers. Maurice Sersiff…
- EDGE AI POD
Comparative Analysis of NPU Optimized Software Framework
The future of AI isn't just in massive cloud servers—it's already sitting in your pocket. In this eye-opening presentation, Yeon-seok, CEO and co-founder of…
- EDGE AI POD
Powering Intelligence: Anaflash's Revolutionary AI Microcontroller with Embedded Flash Memory
Memory bottlenecks, not computational limitations, are the true barrier holding back Edge AI. This revelation lies at the heart of Anaflash's revolutionary…
- EDGE AI POD
Enhancing Field Oriented Control of Electric Drives with tiny Neural Network
Ever wondered how the electric vehicles of tomorrow will squeeze every last drop of efficiency from their batteries? The answer lies at the fascinating…
- EDGE AI POD
Transforming Human-Computer Interaction with OpenVINO
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…
- EDGE AI POD
Energy Efficient and high throughput inference using compressed tsetlin machine
Logic beats arithmetic in the machine learning revolution happening at Newcastle University. From a forgotten Soviet mathematician's work in the 1960s to…
- EDGE AI POD
Applying GenAI to Mice Monitoring
The AI revolution isn't just for tech giants with unlimited computing resources. Small and medium enterprises represent a crucial frontier for edge generative…
- EDGE AI POD
Simple Cost Effective Vision AI Solutions at the edge
Sony's revolutionary IMX500 stands at the forefront of a quiet revolution in edge computing and smart city technology. This isn't just another image…
- EDGE AI POD
Low Code No Code Platform for Developing AI algorithms
Revolutionizing edge computing just got easier. This eye-opening exploration of ST Microelectronics' ST-IoT Craft platform reveals how everyday developers can…