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CES 2026: Physical AI moves from concept to system architecture

This market analysis was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The world’s largest consumer electronics conference demonstrated the technical synergies between automotive and robotics. At CES 2026, there was a clear cross-sector message: Physical AI is the common language across the automotive, robotaxi […]

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The Forest Listener: Where edge AI meets the wild

This blog post was originally published at Micron’s website. It is reprinted here with the permission of Micron. Let’s first discuss the power of enabling. Enabling a wide electronic ecosystem is essential for fostering innovation, scalability and resilience across industries. By supporting diverse hardware, software and connectivity standards, organizations can accelerate product development, reduce costs and

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HCLTech unveils VisionX 2.0, a next-gen multi-modal AI Edge Platform with NVIDIA

Noida, India, February 20, 2026 — HCLTech, a leading global technology company, today unveiled VisionX 2.0, an upgraded version of its multi-modal AI edge platform. This platform delivers real-time intelligence, enhanced safety and operational efficiency at scale for mission-critical industrial environments. VisionX 2.0 builds on HCLTech’s award-winning Intelligent Secure Edge capabilities, integrating advanced computer vision, vision language

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How Lenovo is scaling Level 4 autonomous robotaxis on Arm

This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. As L4 robotaxis shift from pilot to production, Arm offers the compute foundation needed to deliver end-to-end physical AI that scales across vehicle fleets. After years of autonomous driving pilots and controlled trials, the automotive industry is moving toward the production-scale deployment of Level 4 (L4) robotaxis. This marks

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What Does a GPU Have to Do With Automotive Security?

This blog post was originally published at Imagination Technologies’ website. It is reprinted here with the permission of Imagination Technologies. The automotive industry is undergoing the most significant transformation since the advent of electronics in cars. Vehicles are becoming software-defined, connected, AI-driven, and continuously updated. This evolution brings extraordinary new capability – but it also brings

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Ambarella to Showcase “The Ambarella Edge: From Agentic to Physical AI” at Embedded World 2026

Enabling developers to build, integrate, and deploy edge AI solutions at scale SANTA CLARA, Calif., — Ambarella, Inc. (NASDAQ: AMBA), an edge AI semiconductor company, today announced that it will exhibit at Embedded World 2026, taking place March 10-12 in Nuremberg, Germany. At the show, Ambarella’s theme, “The Ambarella Edge: From Agentic to Physical AI,”

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Vision Components unveils all-in-one VC EvoCam with MediaTek processor

Ettlingen, February 18, 2026 — Vision Components is presenting the VCSBC EvoCam for the first time at embedded world, a new generation of all-in-one intelligent board-level cameras featuring the MediaTek Genio 510 processor. Measuring tiny 65 x 40 mm, the camera is equipped with all necessary components for image acquisition and image processing, making the

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Edge AI and Vision Insights: February 18, 2026

  LETTER FROM THE EDITOR Dear Colleague, In this edition, we’ll cover an edge AI application domain that affects all of us: healthcare. Specifically, we’ll see how computer vision and agentic AI are performing real-time monitoring to transform our physical and mental health, and those of our elders, for example in detecting cognitive decline. We

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Pushing the Limits of HDR with Ubicept

This blog post was originally published at Ubicept’s website. It is reprinted here with the permission of Ubicept. Executive summary Ubicept’s SPAD-based system offers consistent HDR performance in nighttime driving conditions, preserving shadow and highlight detail where conventional cameras fall short. Unlike traditional HDR techniques which often struggle with motion artifacts, Ubicept Photon Fusion maintains

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e-con Systems Launches DepthVista Helix 3D CW iToF Camera for Robotics and Industrial Automation

California & Chennai (February 17, 2026): e-con Systems, a global leader in embedded vision solutions, launches DepthVista Helix 3D CW iToF Camera, a high-performance depth camera engineered to deliver reliable and accurate 3D perception for wide range of industrial robotics applications, including Autonomous Mobile Robots (AMRs), pick-and-place, bin-picking, palletization and depalletization robots, industrial safety and automation, and

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