Edge AI
When Correct Outputs Aren't Enough: Testing Edge AI for Hidden Timing Failures on Shared Silicon
June 1, 2026
Edge AI systems on shared-silicon platforms can produce stable, accurate outputs while violating real-time deadlines under realistic deployment contention, a failure mode that accuracy-based validation cannot detect. This article presents a same-hardware controlled experiment on an NVIDIA Jetson Orin Nano Super demonstrating the gap, and proposes a joint verification condition combining an output-stability metric with a tail-latency bound that engineers can apply to their own systems.
Industrial
Application Highlight: ADLINK Robotics and Automation
June 1, 2026
Robotics are important in every industry, from healthcare and manufacturing, where they’ve been aiding human workers for many years, to cutting-edge automation solutions in warehousing, transportation, and other areas.
AI & Machine Learning
Product of the Week: BootLoop Test, AI-Powered Hardware-in-the-Loop
June 1, 2026
As embedded systems continue to grow in complexity and connectivity, and become more software-defined, firmware development, testing, and debugging are increasingly crucial processes for modern hardware teams trying to get products to market faster.
But automating and accelerating these processes just got a whole lot easier with AI.
Storage
The Road to COMPUTEX 2026: BIWIN to Showcase High-Performance Enterprise SSDs
May 31, 2026
BIWIN is attending COMPUTEX 2026 where it will showcase its innovative enterprise SSDs at Hall 2, Booth 4F, R0102. The company will showcase its SP50Y/51Y and SS821 solutions.
AI & Machine Learning
Computer Vision in Smart Manufacturing: Defect Detection and Predictive Maintenance
May 27, 2026
In 1943, at the University of Chicago, Warren McCulloch and Walter Pitts published A Logical Calculus of the Ideas Imminent in Nervous Activity, leading to the foundational work on neural network concepts and modern-day artificial intelligence (AI). Now that AI is moving more to the edge, computer vision is becoming a critical tool. Computer vision systems use machine learning and deep learning to visualize and analyze data for defect detection and predictive maintenance in smart manufacturing
Software & OS
Developing Formally Proven Code with AI
May 26, 2026
Developing formally proven code is challenging. It is also extraordinarily valuable: it produces software with a level of robustness that is otherwise unreachable, and you can have very high confidence that your code will not fail over time. But there is no way around it: it’s hard work.
Analog & Power
The Road to COMPUTEX 2026: Seasonic to Unveil PRIME ENTERPRISE AI Power Platform
May 26, 2026
Visitors to COMPUTEX 2026 (Taipei Nangang Exhibition Center) will want to visit Booth R1014, Hall 2, 4F where Seasonic is set to introduce its new flagship power platform for AI, PRIME ENTERPRISE. Attendees will also witness Seasonic’s innovative ultra-efficient power development inspired by emerging 80 PLUS Ruby standards and the latest evolution of OptiGuard intelligent protection technology.
Security
Securing the Internet of Medical Things (IoMT): Why Medical-grade OTA Updates are Essential
May 20, 2026
The Internet of Medical Things (IoMT) is a connected infrastructure of medical devices, applications, health systems, and services. Its global market size, valued at $47.32 billion in 2023, is projected to reach $814.28 billion by 2032, reflecting an impressive annual growth rate of 38.5%.
HPC/Datacenters
Preserve Data Center Power with 3 nm PCIe 6.0 Switches
May 19, 2026
Data centers are being constructed more rapidly as the trend of increasing data generation continues, and data must be stored and transferred. Increased use of artificial intelligence (AI) and machine learning (ML) are among the many applications boosting their reliance on data access.
Security
What Triggers Work in Firmware? Uncovering Event-Driven Execution in EDK2
May 18, 2026
Many people think firmware runs in a simple, step-by-step way. Drivers seem to load one after another, and the execution log shows a smooth boot process. Traditional debugging tools also suggest everything happens in order. However, this view is not always correct.
AI & Machine Learning
NI Connect 2026: The New Era of Test
May 15, 2026
This year at the annual NI Connect event in Fort Worth, Texas, NI, now part of Emerson, celebrated its legacy with the company’s 50th anniversary and the 40th anniversary of LabVIEW, the graphical programming environment designed to help engineers accelerate test systems.
Software & OS
Tool integration provides AI with the guardrails needed for embedded code generation
May 14, 2026
Embedded software development faces many challenges. Teams are under pressure to build increasingly sophisticated systems in less time. Many of them involve more complex and less predictable behaviors thanks to the inclusion of features that harness machine learning and artificial intelligence (AI). But, unlike counterparts in enterprise software development, embedded systems need to meet stringent safety, security, and reliability requirements.
Debug & Test
Using Safety Application Notes to Aid Safety Designs—Part 3: Improving Functional Safety Performance
May 11, 2026
After doing a first iteration of the failure modes, effects, and diagnostics analysis (FMEDA) on a safety function’s circuit, there can only be two outcomes. The first is that the system integrity level (SIL) requirements are achieved, and the second is a failure to meet the requirements.
Storage
Patriot Memory Exhibits DDR5, PCIe Gen5 SSDs, and AI Infrastructure Solutions at COMPUTEX 2026
June 2, 2026
Patriot Memory is attending COMPUTEX 2026 with its booth (R0106) theme being "Building the Infrastructure of Intelligence." The company will demonstrate its unified hardware ecosystem designed to power everything from client PCs to enterprise data centers. It plans to debut its flagship Viper Steel 5 Infinite DDR5 memory and multiple high-performance PCIe Gen5 SSDs built for AI workloads, along with advanced ACPI enterprise RDIMM and Patriot Signature Line ECC memory solutions.
Edge AI
APLEX Touts Edge AI, HMI Architectures, and High-Hygiene Computing Solutions at COMPUTEX 2026
June 2, 2026
During COMPUTEX 2026, taking place from June 2 to June 5, APLEX Technology Inc. will be at Hall-2 Booth Q0502 with a central theme of "AI IN ACTION: Full-scale Industry AI Implementation”. APLEX will highlight its innovations including Certified ATEx Explosion-Proof Series, High-Hygiene Stainless Steel Solutions, and Edge AI and HMI Architectures.
Multimedia
Embedded Executive: Employing AI For Code Development | Perforce Software
June 3, 2026
Should you use AI to generate code? Or should it be limited to code review? From my research, it depends on who you ask.
In this case, I asked Rod Cope, the Chief Technical Officer at Perforce Software. Rod has a great deal of experience in this space, and he was my guest on this week’s Embedded Executives podcast.
Analog & Power
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Nanoscale Sensing: Miniaturization in Real-World Environments
May 28, 2026
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Embedded Executive: According To Its CEO, Altera Is Back | Altera
May 27, 2026
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The Road to COMPUTEX 2026: Seasonic to Unveil PRIME ENTERPRISE AI Power Platform
May 26, 2026
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Embedded Executive: Know the Rules When It Comes To Low Power | GlobalFoundries
April 22, 2026
AI & Machine Learning
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From IPC to Server-Grade AOI Infrastructure: Optimizing High-Speed AOI with Server-Grade Computing Architecture
June 01, 2026
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Product of the Week: BootLoop Test, AI-Powered Hardware-in-the-Loop
June 01, 2026
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Computer Vision in Smart Manufacturing: Defect Detection and Predictive Maintenance
May 27, 2026
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Aetina Showcases Physical AI, Vision AI, and Agentic AI Solutions at COMPUTEX 2026
May 27, 2026
Consumer
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Create reliable, power efficient and safe home appliance designs with a PSOC™ Control C3 and CoolGaN™ solution
February 18, 2026
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Tear Down: Google Pixel Watch 4
February 03, 2026
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TDK Adds SmartMotion for Smart Glasses to its Custom Sensing Solutions for AI Glasses and Augmented Reality
September 30, 2025
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Arm Delivers Personal AI on Consumer Devices with New Lumex CSS Platform
September 10, 2025
Debug & Test
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Emerson Announces the Expansion of AI-Ready Test Automation Platform at NI Connect 2026
May 13, 2026
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Using Safety Application Notes to Aid Safety Designs—Part 3: Improving Functional Safety Performance
May 11, 2026
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Active Firmware Tools Launches Active-Pro Ultra USB 3.0 Debugger with AI Assist
May 08, 2026
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PLS Expands UDE Debug Engine to Support ST Stellar P3E Automotive MCU with AI Acceleration
May 05, 2026
Healthcare
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Wincomm’s New Medical All-in-One PCs Feature IP65 Front Panel, Built-In Power Supply, and “Clean Me” Mode
February 24, 2026
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Empowering Real-Time Eye Health Diagnostics with ASUS IoT PE4000G Edge AI Computers
February 23, 2026
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Axiomtek’s mBOX603 Delivers High-Performance Medical Imaging and AI-Assisted Diagnostics
December 10, 2025
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Wincomm Brings Edge AI and Intel Core Ultra to Healthcare
November 21, 2025
IoT
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Axiomtek Launches Rugged ICO150 Industrial IoT Gateway for Edge Environments
May 13, 2026
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Morse Micro Expands Global Reach With New DigiKey Distribution Partnership
May 12, 2026
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Ayla Networks Reaches 15 Million Devices Across Global Smart Home Market
May 08, 2026
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embedded world 2026 Podcast with needCode
May 08, 2026
Open Source
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Mouser Product of the Week: NXP Semiconductors’ FRDM-A-S32K312 Evaluation Board
May 11, 2026
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Arteris Partners with MIPS to Accelerate Physical AI SoC Development with RISC-V Platforms
April 23, 2026
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Dev Kit Weekly: STM32MP257F Dev Kit from Newark, an Avnet company
April 22, 2026
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Innatera Unveils Synfire: Community-Driven Platform Tackling Neuromorphic Ecosystem Fragmentation
April 08, 2026
Software & OS
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MathWorks Launches New Renesas Hardware Support Packages to Enable Rapid Prototyping of Embedded Systems
May 20, 2026
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BrainChip Expands AI Software for Akida AKD1500 Edge AI Processor
May 18, 2026
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Qoitech Otii Software 3.7 Introduces Battery Life Estimator
May 14, 2026
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Tool integration provides AI with the guardrails needed for embedded code generation
May 14, 2026