News
In-depth information about the edge AI and vision market, applications, technologies, products, and trends.
Read industry market analyses, blogs, news, and press releases from our Member companies.
All News
How Customized Single-board Computers Increase the Profitability of Embedded Vision Systems
This blog post was originally published at Helbling’s website. It is reprinted here with the permission of Helbling. Artificial Intelligence is
Upcoming Webinar on Building Your First Real-World AI Tool
On May 21, 2026, at 1:00 pm EDT (10:00 am PDT) Boston.AI will deliver a webinar “What It Takes to
AMD Silo AI and University of Bologna Start Spatial AI Collaboration for Robotics and Autonomous Driving
The research collaboration will focus on building geometry-aware perception modules on the AMD ROCm™ open software stack AMD Silo AI
Google Research and Synaptics Partner to Showcase Immersive Edge AI Experiences Powered by the Coralboard at Google I/O 2026
San Jose, CA, May 19, 2026 – Synaptics® Incorporated (Nasdaq: SYNA) and Google Research will spotlight Edge AI use cases on the recently
NAMUGA Expands Robot Vision Portfolio to the “Head”… Advancing High-End Robotics Solutions
SEOUL, South Korea, May 14, 2026 – NAMUGA announced today that it is expanding its vision solution territory from its
The Next Frontier in AI Is Not Just Reasoning. It Is Knowing When to Look Again
Why AI Metacognition Requires Hierarchical Random-access Data This blog post was originally published at V-Nova’s website. It is reprinted here
Mythic Acquires Videantis to Build the World’s Most Energy-Efficient AI Compute Platform
Silicon Valley and German engineering unite to create a new AI compute champion for Europe and the world Palo Alto,
ChiPy: Bridge Neural Networks and C++ on Silicon — Full Inference Pipelines with Zero CPU Round-Trips
This blog post was originally published at Quadric’s website. It is reprinted here with the permission of Quadric. The ChiPy DSL
Upcoming Event on AI Transformation
KOTRA Silicon Valley will host “Physical AI Superconnect 2026,” on June 24, 2026, from 10:00 am to 8:00 pm PDT
News
Upcoming Webinar on Building Your First Real-World AI Tool
On May 21, 2026, at 1:00 pm EDT (10:00 am PDT) Boston.AI will deliver a webinar “What It Takes to Build Your First Real-World AI Tool” From the event page: Most AI talks focus on what’s possible. This one shows how to actually use AI in product development, even if you’re just getting started. In
AMD Silo AI and University of Bologna Start Spatial AI Collaboration for Robotics and Autonomous Driving
The research collaboration will focus on building geometry-aware perception modules on the AMD ROCm™ open software stack AMD Silo AI and University of Bologna through its Department of Computer Science and Engineering (DISI) are starting a research collaboration to bring explicit 3D geometry into the Vision Language Action (VLA) and world-model pipeline for robotics and
Google Research and Synaptics Partner to Showcase Immersive Edge AI Experiences Powered by the Coralboard at Google I/O 2026
San Jose, CA, May 19, 2026 – Synaptics® Incorporated (Nasdaq: SYNA) and Google Research will spotlight Edge AI use cases on the recently announced Synaptics Coralboard™ at Google I/O 2026. The Coralboard is designed to help developers move faster from prototyping to real-world Edge AI product development. Powered by the Synaptics Astra™ SL2610 product line with the Synaptics Torq™ NPU and Coral NPU
Market Analysis
Key Trends Shaping the Semiconductor Industry in 2026
This blog post was originally published at HTEC’s website. It is reprinted here with the permission of HTEC. The hardware boom is slowing down. What comes next is a software, power, and inference problem—and most of the industry isn’t ready for any of it. AI chips are now 0.2% of all chips manufactured, but
Humanoid Robots 2026-2036: Technologies, Markets, and Opportunities
Maturity of commercialization of humanoid robotics by application. For full data, refer to IDTechEx’s research on “Humanoid Robots 2026-2036: Technology, Market, and Opportunities” This blog post was originally published at IDTechEx’s website. It is reprinted here with the permission of IDTechEx. Automotive industry, logistics, home-use, key players and suppliers, AI chip, battery, actuator, motor, screw, tactile
Evaluating Waveguide Technologies for AR Smart Glasses
The difference in optical efficiency at wider FOV for the same technology type for several commercial waveguides. Data was normalized to the narrow FOV product, with arrows representing the reduction in efficiency for wide FOV waveguides developed by the same company. A clear reduction in optical efficiency for waveguides of the same technology at wider
Blog
How Customized Single-board Computers Increase the Profitability of Embedded Vision Systems
This blog post was originally published at Helbling’s website. It is reprinted here with the permission of Helbling. Artificial Intelligence is one of the defining technological trends of this decade. In particular, vision-based AI applications, where camera data is processed directly on the edge, are gaining rapid momentum. Embedded Vision systems are the backbone of these
The Next Frontier in AI Is Not Just Reasoning. It Is Knowing When to Look Again
Why AI Metacognition Requires Hierarchical Random-access Data This blog post was originally published at V-Nova’s website. It is reprinted here with the permission of V-Nova. Executive Summary (TL;DR) Today’s AI systems can reason impressively, but they still struggle to know when to look again. Humans use metacognition as a feedback loop between thought and perception:
ChiPy: Bridge Neural Networks and C++ on Silicon — Full Inference Pipelines with Zero CPU Round-Trips
This blog post was originally published at Quadric’s website. It is reprinted here with the permission of Quadric. The ChiPy DSL is Quadric’s Python framework for building complete on-chip pipelines. Using YOLOX-M as a case study, we show how backbone inference, box decoding, and NMS run entirely on the Chimera GPNPU — no host CPU intervention,
