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 Robotic Color Sorting Works: Vision, Classification, and Motion Control from Camera to Gripper.
This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software.
Product Engineering Trends 2026
The next era of product engineering will be defined by 10 shifts reshaping industry leadership This article was originally
How To Start Building Edge-Native AI
This blog post was originally published at Expedera’s website. It is reprinted here with the permission of Expedera. Cloud AI enables
From Silicon to Ecosystems: The New Edge AI Competitive Model
This blog post was originally published at Macnica America’s website. It is reprinted here with the permission of Macnica America. For
NXP Tech Days Comes to Silicon Valley
NXP Semiconductors will host “NXP Tech Days,” on August 18, 2026, from 9:00 am to 6:00 pm PDT in Santa
Mistral’s 8B Robostral Navigate Steers Robots Using a Single RGB Camera
Mistral AI has introduced Robostral Navigate, an 8-billion-parameter embodied navigation model designed to move robots through unfamiliar environments using natural-language
From Silicon to Scale: How DEEPX Is Scaling Developer Support
When your chip is running inside 30 partner ecosystems across 8 countries, how you manage and deliver technical knowledge becomes
NVIDIA Introduces New Jetson Thor Computers to Advance Mainstream Robotics and Edge AI
New NVIDIA Blackwell-powered T3000 and T2000 modules, paired with new NVIDIA Jetson software memory optimization and agent skills, help partners
In-cabin Voice Agent at the Edge: Redefining the Drive
This blog post was originally published at ENERZAi’s website. It is reprinted here with the permission of ENERZAi. Hyundai Motor Group
News
NXP Tech Days Comes to Silicon Valley
NXP Semiconductors will host “NXP Tech Days,” on August 18, 2026, from 9:00 am to 6:00 pm PDT in Santa Clara, California. The event will feature hands-on workshops, expert-led sessions, and real-world insights across embedded systems, edge AI, connectivity, and security. From the event page: The Future, Engineered During the general session, discover how NXP
Mistral’s 8B Robostral Navigate Steers Robots Using a Single RGB Camera
Mistral AI has introduced Robostral Navigate, an 8-billion-parameter embodied navigation model designed to move robots through unfamiliar environments using natural-language instructions and images from a single RGB camera. Unlike many vision-language navigation systems, it does not require LiDAR, depth sensing or a panoramic multi-camera rig. On the R2R-CE validation-unseen benchmark, Mistral reports a 76.6% success
NVIDIA Introduces New Jetson Thor Computers to Advance Mainstream Robotics and Edge AI
New NVIDIA Blackwell-powered T3000 and T2000 modules, paired with new NVIDIA Jetson software memory optimization and agent skills, help partners and customers move advanced robotics, visual AI and edge workloads onto compact, power-efficient systems. This news blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. General-purpose
Market Analysis
Drones Market 2026-2036: Technologies, Markets, and Opportunities
This blog post was originally published at IDTechEx’s website. It is reprinted here with the permission of IDTechEx. Global Drone Market Set to Reach US$147.8 Billion by 2036, Driven by Commercial Expansion, Regulatory Maturity, and Sensor Proliferation Over the past decade, drones have moved from experimental tools into critical infrastructure across agriculture, logistics, energy, security, and
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
Blog
How Robotic Color Sorting Works: Vision, Classification, and Motion Control from Camera to Gripper.
This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. Sorting apples by color sounds simple enough. In fact, it is the kind of project that often produces an impressive demo in a matter of hours. Put a camera above a conveyor, detect red apples,
Product Engineering Trends 2026
The next era of product engineering will be defined by 10 shifts reshaping industry leadership This article was originally published at HCLTech’s website. It is reprinted here with the permission of HCL Tech. At HCLTech, we believe product engineering has entered a more consequential era; an environment where AI, compute, energy, resilience, regulation and sovereignty
How To Start Building Edge-Native AI
This blog post was originally published at Expedera’s website. It is reprinted here with the permission of Expedera. Cloud AI enables features like voice assistants and recommendations via centralized data centers, but it relies on consistent network connectivity, which often fails in real-world conditions. Edge-native AI shifts inference to devices such as phones, cars, and sensors,
