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Editorial: Spec-First, Looping and Embedded AI

Generative AI and chatbots have taken over internet search whether you like it or not, since they’re embedded into every major search engine. Added to that mix are dozens, if not hundreds, of standalone chatbots to choose from. It comes as no surprise, then, that most users are overwhelmed by artificial intelligence (AI) alternatives.

Basic chatbot prompting is what many people do these days. Prompt programming was all the rage, but there are challenges with this approach. Hence, we’re seeing the emergence of spec-driven development (SDD) and loop engineering, two terms that aren’t even in Wikipedia yet. So, is it worth diving down these rabbit holes yet?

Continue reading this editorial.

Featured Content

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Probe orientation and shielding can separate real buck-regulator output-voltage ripple from radiated switching noise.
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Magnets may be the reason behind Tesla's move to cease car manufacturing for humanoid robot production.
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Older generations of hardware and components become less suitable for modern high-performance systems and often pose compatibility issues.
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A unique version of common nylon fabric delivers stress-driven energy harvesting.
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It’s the 70th anniversary of “Forbidden Planet,” a science-fiction movie set in the 23rd century whose imaginary “Monsters from the Id” provide important lessons for the 21st ...
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The deal fills a gap in onsemi's portfolio by adding Synaptics' edge compute and wireless connectivity solutions.
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Communication is an inherent of part of computers and a range of protocols and methodologies have been employed to facilitate this communication. Here we have articles that touch...

New Products

Check out our new product coverage.

Hyuksoo Choo, Hyundai Mobis
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The automotive-grade device developed by Vishay supports isolation voltages of up to 5,000 V RMS, staying on top of 800-V battery architectures.
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Texas Instruments’ new temperature-sensing IC gets up close to high-voltage surfaces.

Embedded Systems and Generative AI

While my editorial is on chatbots, spec-first, and looping, this section highlights some of the articles from the Generating AI TechXchange. This content focuses on large language models (LLM), generative AI and artificial general intelligence (AGI) in embedded systems. As with all our TechXchanges, we continue to add new content in the topic area as it becomes available. 

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Lauro Rizzatti breaks down the potential, deployment, and value of generative AI, along with misunderstandings and exaggerations to help debunk myths surrounding the technology...
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Whether we like it or not, we need to deal with all sorts of machine-learning models, including generative AI.
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Discover how SBCs with integrated AI processing power are bringing new capabilities to many industries.
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Generative artificial intelligence (AI) like chatbots are changing the way many use AI.

Multimedia on ElectronicDesign

Here are our latest videos and podcasts.

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Objective Analysis’ Jim Handy talks about the state of the memory and semiconductor industry.
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Electronic Design asks SkyFly about the design choices made to give its Axe two-place hybrid eVTOL a winning combination of simplicity, efficiency, and performance.
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Editor's Choice: From the ElectronicDesign Archives

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

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Developed by the PNNL, this energy harvester leverages the triboelectric effect and is optimized for open-ocean waves.
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Challenges surrounding battery packaging architecture include dealing with packaging space, thermal management, and optimizing battery-management systems.
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The biggest names in tech are laying out their thoughts on using AI in the tech industry, and how AI will impact the future of the tech industry.
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Editor Bill Wong reminisces about his many encounters with MS-DOS.
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Last year’s Salary Survey delivered some eye-opening results. We’ve got a synopsis of them from three publications in our Design Engineering group: Electronic Design, Microwaves...

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

Sticking with the generative AI theme this week, here are a few articles I looked at this week. 

Andy's Picks from Around the Web

Sales of electric passenger cars in Thailand rise 61.2% YoY, comprising 31.2% of new vehicles sold. Link

Philippines electric vehicle (EV) sales reached 24,356 units in the first five months of the year, up from 10,431 units in the same period in 2025. Link

Ford Rehires 350 Engineers After Management's AI Expectations Blunder. Link

AI Execs are Running a 1948 Circus Trick [seemingly coincident with valuation rounds]. Video

Make AI talk like caveman - not use too much token. Link

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

Politicians' Support of Data Centers Trigger Voter Backlash, Getting them "Primaried." Link

Morgan Stanley doubles China humanoid robot shipment forecast [to 50,000 units] as commercialization accelerates. Link

OpenAI considers IPO delay as tech stocks plummet. [with coined term of the week: "Financial Afghanistan"]. Video

Gen Z’s hiring hell is real: 1 in 3 employers admit they’re replacing entry-level roles with AI—and tech and manufacturing jobs are most at risk. Link

Ferrari Luce launches in China at 586,600 USD, all 88 cars sell out immediately. Link

Ferrari’s Chief Marketing Officer Has Stepped Down [too soon?] Amid Backlash From the Marque’s First EV. Link

Microsoft quietly extends Windows 10's extra security updates program for free: Users can now stay on Windows 10 until October 2027 securely. Link

A rocket reentry spiked metal levels in the atmosphere. Link

Chat GPT-5.6 "Sol" caught trying to hack the test  code during evaluation. "As training and iteration continues, we need to ensure the models aren’t just learning to be more successful at evading the monitoring system." Link

Chinese Consortium Achieves World’s First 1.2Tb/s Per-Wavelength Transmission Over Hollow-Core Fiber. Link

Gemini in Chrome can now see exactly what you’re looking at on screen. Link

Tech giant Oracle cuts 21,000 jobs as it embraces AI. Link

Analog Computing: The Infinity Between 0 and 1 — an IT History Society panel. Video

Unexpected pathway turns water and CO₂ into climate neutral methane on nickel–zirconia. Link

The History of Aluminum. Video

Andy's Video Pick of the Week

An interesting video on analog computing, complete with a demo of a a 2-mass automotive damping system.

We've written about analog computing and modeling an automotive suspension system, here, as well as covering an affordable ~$600 analog computer, "THAT" which was the brainchild of Bernd Ulmann the first panelist in this video.

Click on "learn more" to view it.

Illustrated Engineering

Here are the latest artistic contributions from ElectronicDesign editors.


 

Get Started.
Step 1: Start
Step 2: Error
Step 3: Throw

All to often boards don't work out of the box. I talk about it. You should share your experiences. 

All this and more on the cartoon's page here.

Or see my whole Engineering on Friday cartoon catalog here.


 

Electronic Design Week Word of the Week

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

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Check out the latest stories, videos, and podcasts from the week of June 22, 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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