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Editorial: The Great Debate: Do We Use AI Tools to be Better Engineers?

On one side of the coin, artificial intelligence (AI) can make images, sound, and video — a final product presented by the user as if they made it. On the flipside of that coin, AI is able to make code, solve problems, analyze, automate, process and parse data — the user creates a machine that performs work or produces an output, invisible in relation to the final product they present.

I think we engineers have a unique and healthy relationship with AI. We’re asked to create a “thing” that does “something.” AI is at the core of that “thing,” helping it do “something.” AI is not the “thing” but how it does the “something.”

Let me give an example...

Continue reading this editorial.

Featured Content

This section includes our longer technical articles posted this week. 

Cabe Atwell/EndeavorB2B
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These new AI-focused SBCs pair multicore processors with integrated NPUs for edge computing, robotics, and embedded machine-learning projects.
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As electronics push toward miniaturization, higher reliability, and greener manufacturing, a solder-free assembly paradigm is gaining serious traction among design engineers.
Automate
Check out our coverage of the Automate show.
MIT
ed_interest_phasedarraylidar_eyecandy
An on-chip LiDAR function leveraging phased-array optoelectronics replaces spinning wheels and mirrors.
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Physical AI depends on low-latency deterministic systems that can fuse sensor data, run perception and planning, and close control loops in a few milliseconds — and do it reliably...
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Modern tornado forecasting owes its success to military research, early radar systems, and a pair of Air Force meteorologists determined to predict one of nature’s deadliest phenomena...
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Chiplet architectures promise speed and flexibility, but as systems scale, latency, bandwidth efficiency, and coherence determine real performance.
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With 12-in. silicon wafers now in production, achieving precision performance across tens of thousands of amplifiers requires fast and accurate tuning to keep cost low.
Aras
Firmware and hardware are tightly interdependent, but their development is often done in separate workflows, increasing the risk of misalignment and redesign.
As embedded software takes a leading role in product behavior, disconnected product definition and limited change visibility between firmware and hardware are driving more redesign...
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Here's a practical cheat sheet of AI tools that can help engineers design circuits, optimize boards, simulate systems, write code, and organize technical work.
Helix
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DC-link capacitors are just one of many instances of silicon carbide inverting the rules of inverter design.
Shutterstock
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Next-gen comms platforms are shifting from FPGAs to ASIC-based architectures. How does custom silicon deliver major gains in power efficiency, integration, and long-term reliability...
ASRock Industrial
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ASRock’s Edge AIoT family pairs Intel Bartlett Lake processors with rugged industrial platforms for real-time AI inference, automation, and scalable edge deployment.
PNNL
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A tiny flow battery delivers outsized benefits, reducing the time and cost of testing materials for large-scale energy storage.
Dongyu Du, University of Toronto
The LiDAR system can simultaneously measure the location, speed, and material properties of objects in a scene
This novel LiDAR system maps location, speed, and material properties in a single measurement, opening new possibilities for autonomous driving and robotics.
Tesla
Tesla robotaxi
Tesla has submitted an application to bring a fleet of 5,000 self-driving robotaxis to Clark County, Nevada.

New Products

Check out our new product coverage.

ID 459460712 © Hrishchenko Oleksandr | Dreamstime.com
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Navitas’ new isolated, direct-cooled TO-247-4 package is purpose-built for high-voltage SiC MOSFETs.
Microchip Technology
Microchip SPE PHYs
Microchip’s LAN8x8x family of single-pair Ethernet PHYs support secure and deterministic Ethernet connectivity for automotive and industrial systems.
Toshiba
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Toshiba said its latest 80-V MOSFET reduces on-resistance by more than 25% compared to its predecessor, suiting the FET for high-current power conversion.
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Texas Instruments’ new temperature-sensing IC gets up close to high-voltage surfaces.
Pixus Technologies
Pixus MIL rugged 19-in. rackmount enclosure
The series of MIL rugged horizontal enclosures from Pixus Technologies work with SOSA and OpenVPX boards and backplanes.
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The right gate driver enables a SiC or IGBT device to realize its performance potential in automotive applications.

More About AI Tools and How to Use Them

If you read my editorial, the list of tools is just a limited selection of what's out there. It can be overwhelming to know where to start. In this section, I’m going to offer up a selection of articles and videos that are a good launching-off point.

Anomaly Detection Using AI
How is AI being used today? We talk with STMicroelectronics about implementing it in designs with NanoEdge AI Studio.
NanoEdge AI Studio Live Demo
This tutorial demo is your “hello world” for designing with AI.
Dreamstime
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The AI era is here, and a stronger wave of changes is coming, bigger than the internet or introduction of the computer. This article explores AI in daily applications and electrical...
ID 126279559 © Andrey Popov - Dreamstime.com
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Give us your views about AI with respect to software tools and development.
ECM PCB Stator
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Designers can say goodbye to hurdles in motor design with the help of AI-driven CAD tools.
Flux
Promo Image Copilot Engineer At Desk Web
The AI-powered Copilot hardware design tool provides a chatbot-like assistant with a wealth of knowledge at your fingertips.

Multimedia on ElectronicDesign

Here are our latest videos and podcasts.

NI
insideelectronics1920x1080
Inside Electronics
Kevin Schultz, NI's CTO, discusses the company's hardware/software test platforms, including LabVIEW.
Micron DLEP: How Direct Link ECC Protocol Boosts LPDDR5 Bandwidth
Micron’s LPDDR5X offers enhanced error correction to increase bandwidth and performance.
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Globe and video wall

Editor's Choice: From the ElectronicDesign Archives

These articles were chosen by the editors at ElectronicDesign that complement the new articles above. They’re included in our regular newsletters.

Electronic Design 1971
Members can sign in and download the print issues of Electronic Design from the year 1971
Electronic Design 1972
Members can sign in and download the print issues of Electronic Design from the year 1972
Detective With Table Version3 Bw
Electronic Design will turn 70 in 2022. Do you recognize any of these electronic items from the past?
Electronic Load Promo
What things do we need to consider before purchasing an electronic load? We discuss what electronic loads are, what points to consider before purchasing, and why reading the specificati...
Andrei Dzemidzenka, Dreamstime
semiconductor_ip_stock_promo2
Learn more about Pike Creek and its potential implications as the first test chip featuring chiplets linked by the UCIe standard.
Electronic Design and Phlux Technology
Transimpedance amplifier (TIA)
Part 1 of this two-part series introduces transimpedance amplifiers and describes their application in laser rangefinders and LiDAR systems.
ID 251245374 © Zim235 | Dreamstime.com
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A developer came up with a way to run an AI tool on a Z80, with the goal of determining whether it can be trained and fine-tuned under extreme constraints.
whats the difference 2
Voltage-Feedback operational amplifiers (VFA op amps) allow circuit designers to swap gain for bandwidth. current-feedback op amps (CFAs) are simpler to use than VFAs, but do ...
JerryBob_Promo_0.jpg
A behind-the-scenes look at how the first commercial optically coupled integrated circuit was created by LED inventor James “Bob” Biard and the inventor of the first digital handheld...
Andrei Kuzmik, Dreamstime
Capacitors Id 168472605 © Andrei Kuzmik Dreamstime com
Most designers know that dc bias significantly decreases the effective capacitance of Class II MLCCs. But is it enough to estimate the effective capacitance of an MLCC just by...
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ASE's powerSiP technology redesigns power delivery with a vertically integrated, multi-stage VRM that reduces power losses and boosts current density.
Konami & Kazuki Takahashi
Seto Kaiba crushing “the water bottle.” (via a screenshot from the whole film that's posted on YouTube)
The greatest engineer character ever created steals the show.
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Our new tech editor for Analog looks at the evolution of “analog” and how it inadvertently spun off a pop music genre.

Editor's Weekly Picks

We hope you enjoy the articles on ElectronicDesign, but there's a lot going on and we can't cover everything. In this section, our editors highlight articles they found this week that you might be interested in as well.

Bill Wong's Picks of the Week

No theme for me this week. Just some topics I find interesting like the EU's Industry 5.0 and MWRF's International Microwave Symposium coverage

Andy's Picks from Around the Web

EV batteries are defying expectations after hundreds of thousands of miles. Link

UK sales of electric vehicles just overtook petrol cars for the first time. Link

Electric school buses tapped to shore up fragile US power grids during summer heat. Link

AI Data Centers Use Far More Water ["indirect" water use during power generation is not reported] Than Most Tech Giants Report. Link

Click here to see Andy's full list of the latest articles and news.

Dacia has reduced the price of the Spring electric city car to £11,990 [$16k. For another thousand quid you get a bigger motor and CarPlay], making it the cheapest new car and cheapest EV on sale in the UK. Link

Solar is crushing gas growth worldwide, a new report finds. Link

NASA needs volunteers to spend a year locked in a Mars simulation. Link

Palantir CEO Blows His Stack During Wild Interview, alleges data and model weight theft by AI. Link

Drone crackdown: More than 500 seized since start of World Cup. Link

Uh oh, tokens are getting too expensive... [with coined term of the week, "tokenpocalypse"]. Video

NASA prepares for daring rescue to save aging telescope from falling to Earth. [Hubble is also decaying...]. Video

War Stories from Detroit 3: Vehicle Development - How engineering got done in Detroit 1965-2000. Link

DARPA program aims to create a 30-year [nuclear isotope-powered] battery minimally viable prototype by early 2027. Link

Australia space agency has found 'likely source' of mystery space balls. Link

Windows 11 identifier code used to track Scattered Spider perp after Microsoft shared info with FBI. Link

German battery electric vehicles ( BEVs ) registered in June, had an increase of 78.2 percent compared to the same month last year. Their market share was 28.4 percent. In the first half of 2026, this type of vehicle saw a registration increase of 48.0 percent compared to the same period last year. Link

SoftBank Walks Away From Boston Dynamics for $325 Million, Hands Hyundai The Keys. Link

Unit sales of Daimler battery-electric trucks and buses increased by 21% YoY. Link

A sub–10-millisecond neural dynamical system based on phase-change memristors outperformed the A100 graphics processing unit by 50.38× to 478.18×. Link

Samsung chip division's single-year profits beat its past 40 years of profits, combined, due to increased memory and storage prices. Link

Power company hikes data center bills by 30%, cuts residential electricity costs by 1.3%. Link

How Phones Alerted Millions Before Quakes Shook Venezuela. Link

Meta’s AI Data Center Caught Leaking Deadly Bacteria Into Water Town Uses for Irrigation. Link

Andy's Video Pick of the Week

Remote locations like mines, military bases, and the (ant)arctic are difficult environments to deploy electrical power to without reliance on a supply, and transportation, chain of fossil fuels.

Solar doesn't work in places where there's a monsoon season or where it's dark for 6 months a year, and wind is not necessarily in prime locations such as in valley floors.

A while back, I did an Inside Electronics podcast with Nano Nuclear, who are in the midst of developing a series of small modular (nuclear) reactors, fueled at the factory, and trucked to the site in a self contained system, which has a shipping container form factor, that outputs electrical power for several years.

This video does a pretty decent job of describing the application of a similar SMR system, though it's about Nano's competitor BWXT who were awarded a contract for military base powering.

Unlike Nano's single container conduction cooled system, BWXT uses helium cooling and comprises multiple shipping containers. Check out the podcast (Hint content: "One ping only, Vasily") and this video.

enjoy,

-AndyT

 

Cabe's Picks of the Week:

We’re not the only engineering practice that is dabbing in AI tools. Machine Design is packed with them. Here’s a few to enjoy.

Illustrated Engineering

Here are the latest artistic contributions from ElectronicDesign editors.

The last heroic deed by the creator of Yu-Gi-Oh, Kazuki Takahashi, inspired this cartoon. Kazuki also created, what I consider, the greatest engineer-hero-character in media today.

You can read about all this on the cartoon’s page.

Or see my whole Engineering on Friday cartoon catalog here.


 

The latest from AndyT's Inventors Comics Collection:

Electronic Design Word of the Week

Can you guess what this week's editorial-related word is?

New in Electronic Design's Member Library

Are you an Electronic Design member? It’s free and you get access to content like our latest eBooks and editorial webinars. You can also provide feedback about articles.

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Download this eBook that brings results from our Salary Survey, which offers perspective on careers represented by different publications in our Design Engineering group.
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More Electronic Design Weekly

Top Stories Titles
Check out the top stories from this week on Electronic Design
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ED Weekly June 29, 2026
Check out the latest stories, videos, and podcasts from the week of June 29, 2026. This week is focused on AI.
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Check out the latest stories, videos, and podcasts from the week of July 13, 2026.

About the Author

William G. Wong

Senior Content Director - Electronic Design and Microwaves & RF

I am Editor of Electronic Design focusing on embedded, software, and systems. As Senior Content Director, I also manage Microwaves & RF and I work with a great team of editors to provide engineers, programmers, developers and technical managers with interesting and useful articles and videos on a regular basis. Check out our free newsletters to see the latest content.

You can send press releases for new products for possible coverage on the website. I am also interested in receiving contributed articles for publishing on our website. Use our template and send to me along with a signed release form. 

Check out my blog, AltEmbedded on Electronic Design, as well as his latest articles on this site that are listed below. 

You can visit my social media via these links:

I earned a Bachelor of Electrical Engineering at the Georgia Institute of Technology and a Masters in Computer Science from Rutgers University. I still do a bit of programming using everything from C and C++ to Rust and Ada/SPARK. I do a bit of PHP programming for Drupal websites. I have posted a few Drupal modules.  

I still get a hand on software and electronic hardware. Some of this can be found on our Kit Close-Up video series. You can also see me on many of our TechXchange Talk videos. I am interested in a range of projects from robotics to artificial intelligence. 

Roger Engelke Jr.

Managing Editor - Electronic Design and Microwaves & RF

Roger manages the websites and print issues for Electronic Design and Microwaves &RF. 

Cabe Atwell

Technology Editor, Electronic Design

Cabe is a Technology Editor for Electronic Design. 

Engineer, Machinist, Cartoonist, Maker, Writer. A graduate Electrical Engineer actively plying his expertise in the industry and at his company, Gunhead. When not designing/building, he creates a steady torrent of projects and content in the media world. Many of his projects and articles are online at element14 & SolidSmack, industry-focused work at EETimes & EDN, and offbeat articles at Make Magazine. Currently, you can find him hosting webinars and contributing to Electronic Design and Machine Design.

Cabe is an electrical engineer, design consultant and author with 25 years’ experience. His most recent book is “Essential 555 IC: Design, Configure, and Create Clever Circuits

Cabe writes the Engineering on Friday blog on Electronic Design. 

See Cabe's cartoons & comic strips here. 


 

James Morra

Senior Editor

James Morra is the senior editor for Electronic Design, covering the semiconductor industry and new technology trends, with a focus on power electronics and power management. He also reports on the business behind electrical engineering, including the electronics supply chain. He joined Electronic Design in 2015 and is based in Chicago, Illinois.

Andy Turudic

Technology Editor, Electronic Design

Andy Turudic is a Technology Editor for Electronic Design Magazine, primarily covering Analog and Mixed-Signal circuits and devices and also is Editor of ED's bi-weekly Automotive Electronics newsletter.

He holds a Bachelor's in EE from the University of Windsor (Ontario Canada) and has been involved in electronics, semiconductors, and gearhead stuff, for a bit over a half century. Andy also enjoys teaching his engineerlings at Portland Community College as a part-time professor in their EET program.

"AndyT" brings his multidisciplinary engineering experience from companies that include National Semiconductor (now Texas Instruments), Altera (Intel), Agere, Zarlink, TriQuint,(now Qorvo), SW Bell (managing a research team at Bellcore, Bell Labs and Rockwell Science Center), Bell-Northern Research, and Northern Telecom.

After hours, when he's not working on the latest invention to add to his portfolio of 16 issued US patents, or on his DARPA Challenge drone entry, he's lending advice and experience to the electric vehicle conversion community from his mountain lair in the Pacific Northwet[sic].

AndyT's engineering blog, "Nonlinearities," publishes the 1st and 3rd Tuesday of each month. Andy's OpEd may appear at other times, with fair warning given by the Vu meter pic. His cartoon series, "Inventors", appears each week in Electronic Design Weekly.

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