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Avocado Connect: From Dev Kit to Production for Physical AI Fleets (with Advantech)

Peridio, Software, Summit 2026, Tools, Videos /

In this video, Justin Schneck, CTO and Co-Founder of Peridio, introduces Avocado Connect, the fleet management platform for deploying and operating Avocado OS in production physical AI environments. He explains the gap between building on dev kits like NVIDIA Jetson and running reliable, scalable systems in the field—and how Avocado Connect is designed to bridge […]

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NCore: An Open-Source Multi-Sensor Data Platform for Neural 3D Reconstruction and Physical AI

Automotive, Blog Posts, NVIDIA, Robotics, Tools /

NCore’s interactive 3D viewer showing camera frustums with images, lidar point clouds, 3D cuboid bounding boxes, and rig trajectory from an autonomous vehicle sequence.   This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Autonomous vehicles, robotics, and broader physical AI research all depend on multi-sensor recordings—cameras,

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NVIDIA Agent Toolkit Expands With New Omniverse Libraries, Putting AI Agents to Work Building Simulation-Ready Worlds

News, NVIDIA, Robotics, Software, Tools /

News Summary: NVIDIA Agent Toolkit now includes NVIDIA Omniverse libraries, giving AI agents tools and skills to help software developers integrate physical AI capabilities into their existing applications. New Omniverse libraries for NVIDIA RTX sensor simulation, GPU-accelerated physics simulation and simulation-ready asset validation are openly available on GitHub. SideFX and PTC are integrating Omniverse libraries

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Secure Edge AI, High-Speed Vision and Power-Efficient Design With VectorBlox™

Microchip Technology, Processors, Summit 2026, Tools, Videos /

Microchip’s FPGA Engineer, Apurva Peri, shares the VectorBlox™ Accelerator SDK solution, which offers AI/ML Inference for PolarFire® FPGAs and SoCs. This software-based implementation enables AI deployment without reprogramming the FPGA, supports sparse networks using structured and unstructured compression and provides power-efficient inference and video pipelines delivering less than 5W power consumption. This Broad AI model

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From Silicon to Ecosystems: The New Edge AI Competitive Model

Ambarella, Blog Posts, Macnica, Processors, Software, Tools /

This blog post was originally published at Macnica America’s website. It is reprinted here with the permission of Macnica America. For years, silicon providers have benefited from a well-established stakeholder ecosystem of traditional sales, direct markets and customer solutions that have been pioneering the physical AI deployment. Today, that success requires a lot more work. Silicon

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NXP Tech Days Comes to Silicon Valley

Automotive, Industrial Vision (Computer Vision), News, NXP Semiconductors, Processors, Robotics, Security, Sensors and Cameras, Software, Tools /

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

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From Silicon to Scale: How DEEPX Is Scaling Developer Support

Algorithms & Models, Blog Posts, Rapidflare, Software, Tools /

When your chip is running inside 30 partner ecosystems across 8 countries, how you manage and deliver technical knowledge becomes as critical as the silicon itself. This blog post was originally published at Rapidflare’s website. It is reprinted here with the permission of Rapidflare.   DEEPX is one of the most technically credentialed companies in edge AI.

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AI Agents on AMD – Secure Agent Computing at the Edge

AMD, Processors, Software, Summit 2026, Tools, Videos /

See how agentic AI workflows can use both local AMD hardware and cloud resources to improve privacy, performance, and cost efficiency. This demo showcases AI agents running with the AMD ROCm™ software platform. Private and data-sensitive tasks can remain on the local system, while more demanding workloads can be sent to cloud-based models when needed.

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Free Webinar on Building Trustworthy Physical AI at the Edge

Ambarella, News, Processors, Tools, Webinar /

On September 2, 2026 at 9 am PT (noon ET), Muneyb Minhazuddin, Customer Growth Officer at Ambarella and Pietro Antonio Cicalese, Senior Technical Marketing Engineer at Ambarella, will present the free hour webinar “See, Think, Act, Learn: Building Trustworthy Physical AI at the Edge,” organized by the Edge AI and Vision Alliance. Here’s the description, from

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Breadth, Depth and Value: Arm Empowers Developers for the Agentic AI Era

Arm, Blog Posts, Processors, Tools /

This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. Great hardware matters, but software is what helps unlock its full value. Arm’s DNA is hardware, and our sustained software investments help make that hardware easier to use, optimize, and scale. Since our inception, Arm has invested across the

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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