Machine Learning
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AI-Powered PCB Layout Tool Delivers a Working SBC

I cannot believe how fast things are progressing in AI-powered Electronic Design Automation (EDA) space (where no one can hear you scream). AI-enabled EDA tools are popping up like mushrooms for a wide range of design, analysis, and verification tasks. One area that’s seen significant development—and attracted significant skepticism—is the use of AI to place and route printed circuit boards (PCBs).

Following each of … Read More → "AI-Powered PCB Layout Tool Delivers a Working SBC"

Want to Invest in Humanoid Robots (Or Have Your Humanoid Robots Invested In)?

As usual, I find (what I laughingly call) my mind to be well and truly boggled. When I was a young lad, AI-powered autonomous humanoid robots were the stuff of science fiction. Although I longed for them to become reality, I never really hoped to see them in my lifetime. Now, even though we’re still in the early era of humanoid robotics, these machines are already being deployed … Read More → "Want to Invest in Humanoid Robots (Or Have Your Humanoid Robots Invested In)?"

Making Materials Smart with Nanoscale Sensors

Suppose you were creating a sensor intended to measure one phenomenon we’ll call A, and you spent years ensuring that its readings weren’t affected by another phenomenon we’ll call B. Now suppose you finally achieve your goal, only for your customers to tell you, “We love your A sensor… but we’d really like one that can measure B.”

Funnily enough, this is just … Read More → "Making Materials Smart with Nanoscale Sensors"

Single-Photon Revolution: Ubicept’s Vision for Machine Perception

This week my esteemed guest is Ubicept CEO & Co-Founder Sebastian Bauer. Sebastian and I delve into Ubicept’s mission and discuss the inherent limitations of today’s computer vision systems.  We explore Ubicept’s core strength: working with Single-Photon Avalanche Diode (SPAD) sensors, and where Sebastian sees bottlenecks are popping up as SPAD sensors become more accessible. Finally, we discuss the transition of the computer vision industry to … Read More → "Single-Photon Revolution: Ubicept’s Vision for Machine Perception"

How Optical Switches Can Cut AI Hyperscale Data Center Power by 40%

I’m about to wax eloquent on a new generation of optical switches that are poised to revolutionize the communication capacity and performance of data centers—especially the AI and hyperscale flavors (ooh, tasty—and very real, as operators like Google have already proven)—while also cutting power by 40%, but first…

The phrase “It’s a funny old world, and no mistake” is an informal, colloquial British … Read More → "How Optical Switches Can Cut AI Hyperscale Data Center Power by 40%"

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Jan 20, 2026
Long foretold by science-fiction writers, surveillance-driven technologies now decide not just what we see'”but what we pay....
chalk talks
CUBE: Powering the AI Revolution — Winbond  In this episode of Chalk Talk, Omar Ma from Winbond and Amelia Dalton explore how we can power the AI revolution with CUBE. They also investigate how AI model parameters compare with DRAM density, why Green DRAM can be a great solution for edge AI applications and how the CUBE can be scaled for … Read More → "CUBE: Powering the AI Revolution — Winbond"
Power Inductor Considerations for AI Computing and High-Powered Processors – Vishay and Mouser  In this episode of Chalk Talk, Mariyah Sachak from Vishay and Amelia Dalton explore how various inductor solutions can supply near-instant power to demanding loads at low, core-level voltages for high power computing applications. They also investigate the benefits of Trans-Inductor voltage regulators and what you will need to consider when choosing the right … Read More → "Power Inductor Considerations for AI Computing and High-Powered Processors – Vishay and Mouser"
Using NXP’s FRDM Ecosystem to Break Down ML Complexity — NXP and Mouser Electronics  In this episode of Chalk Talk, Michael Pontikes from NXP and Amelia Dalton explore the details of the FRDM ecosystem from NXP. They explore the scalability component of this ecosystem, the details of the FRDM i.MX 93 Development Board and how the machine learning software and tools of this ecosystem will streamline and simplify … Read More → "Using NXP’s FRDM Ecosystem to Break Down ML Complexity — NXP and Mouser Electronics"
AI/ML System Architecture Connectivity Solutions — Samtec and Mouser Electronics  In this episode of Chalk Talk, Amelia Dalton and Matthew Burns from Samtec investigate a variety of crucial design considerations for AI and ML designs, the role that AI chipsets play in the development of these systems, and why the right connectivity solution can make all the difference when it comes to your machine … Read More → "AI/ML System Architecture Connectivity Solutions — Samtec and Mouser Electronics"
Intel AI Update — Intel and Mouser Electronics  In this episode of Chalk Talk, Amelia Dalton and Peter Tea from Intel explore how Intel is making AI implementation easier than ever before. They examine the typical workflows involved in artificial intelligence designs, the benefits that Intel’s scalable Xeon processor brings to AI projects, and how you can take advantage of the Intel … Read More → "Intel AI Update — Intel and Mouser Electronics"
Advantech Industrial AI Camera: Small but Mighty — Advantech and Mouser Electronics  Artificial intelligence equipped camera systems can be a great addition to a variety of industrial designs. In this episode of Chalk Talk, Amelia Dalton and Ryan Chan from Advantech explore the components included in an industrial AI camera system, the benefits of Advantech’s AI ICAM-500 Industrial camera series and how you can get started … Read More → "Advantech Industrial AI Camera: Small but Mighty — Advantech and Mouser Electronics"