Blog Posts

Running BitNet on Qualcomm Hexagon with custom 1.58 kernels

This blog post was originally published at ENERZAi’s website. It is reprinted here with the permission of ENERZAi. Today, we are excited to share a milestone that our team has been working toward for some time. ENERZAi has successfully deployed BitNet (b1.58) 2B on the Qualcomm QCS6490 Hexagon NPU via QNN! If that sentence felt

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Why Vision LLMs Force A Rethink Of Edge AI Hardware

This blog post was originally published at Expedera’s website. It is reprinted here with the permission of Expedera. As vision-centric large language models move on-device, performance measured in raw TOPS is no longer enough. Architectures need to be built around real workloads, memory behavior, and sustained utilization, especially at the edge. Vision LLMs are changing

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Gemma 4 on Arm: Accessible, Immediate, Optimized On-device AI to Accelerate the Mobile App Experience

Gemma 4 on Arm brings fast, privacy-preserving, power-efficient AI directly onto Android devices, helping developers deliver richer real-time app experiences to billions of users without relying on the cloud.   This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. Real-time assistance, seamless communication, and greater personalization are now baseline expectations for billions of smartphone

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Samsung Foundry and Cadence: Accelerating Chiplet Solutions for Physical AI

This blog post was originally published at Samsung Semiconductor’s website. It is reprinted here with the permission of Samsung Semiconductor. Artificial Intelligence (AI) is rapidly expanding beyond digital environments and into the physical world. AI-driven systems that give machines the ability to perceive, comprehend, learn from, and respond to real-time environments are quickly moving from

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The Software Gap Holding AI Back: What Semiconductor Leaders Can Learn From the EV Transition

This blog post was originally published at HTEC’s website. It is reprinted here with the permission of HTEC. The story of EV adoption contains a warning that semiconductor companies would be wise to take seriously. When the automotive industry made the leap from combustion engines to electric drivetrains, it discovered that a transformative technology is not enough on its own. The

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Scaling Edge AI for the Enterprise: Building the Ultimate Multi-Model, Multi-Stream Security System

This blog post was originally published at Axelera AI’s website. It is reprinted here with the permission of Axelera AI. At a Glance The Achievement: Real-time AI person-of-interest (POI) identification and threat detection across multiple 8K streams at 2.5 PetaOPS The Stack: Voyager SDK + Axelera Metis + Intel Xeon The Future: 3x performance leap with

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How to Install OpenClaw and Hermes Agent on Qualcomm Arduino Boards, Rubik Pi 3 and Snapdragon PCs

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm.   A Step-by-Step Guide with Arduino UNO Q, Rubik Pi 3, and PCs with Snapdragon Introduction Welcome, developers and tech enthusiasts! This blog post will guide you through running OpenClaw and Hermes Agent on Qualcomm Technologies’ platforms,

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Improving CMOS Performance at Night

How Ubicept Photon Fusion enhances conventional sensors for automotive use   This blog post was originally published at Ubicept’s website. It is reprinted here with the permission of Ubicept. We’re back with another demo! Previously, we explored how Ubicept Photon Fusion (UPF) improves high-frame-rate CMOS imaging and how those improvements can translate into better downstream

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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

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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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