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Edge AI and Vision Alliance

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BrainChip Enables the Next Generation of Always-On Wearables with the AkidaTag Reference Platform

LAGUNA HILLS, Calif. — March 10, 2026 — BrainChip Holdings Ltd. (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of ultra-low-power, fully digital, event-based neuromorphic AI, today announced at 


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ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models

This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI.

Key Takeaways: Efficient coarse-to-fine pipeline: A two-stage reasoning pipel...

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Edge Container Registries Explained: How to Distribute Images Reliably at Scale

This blog post was originally published at Avassa’s website. It is reprinted here with the permission of Avassa.

A mostly hidden piece of the container application puzzle is the image registry. If you’...


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TI expands Microcontroller Portfolio and Software Ecosystem to Enable Edge AI in Every Device
New MCUs with the TinyEngine NPU join TI’s comprehensive portfolio of AI-enabled hardware, software and tools, allowing engineers to deploy intelligence anywhere

Key Takeaways: TI’s integrated TinyEngine NPU can run AI models with up to 90 times lower latency and more than 120 times lower energy utilization per inference than similar MCUs without an accelerator. N...

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Arduino Announces Arduino VENTUNO Q, Powered by Qualcomm Dragonwing IQ8 Series
The new platform by the leading open-source hardware provider is purpose-built for generative AI, robotics, and actuation — making advanced capabilities accessible to all.

Ahead of Embedded World, Arduino announced the upcoming launch of its newest platform to democratize edge AI, Arduino® VENTUNO Q.

Named after the Italian word for twenty-one​,...


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