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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
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
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
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
Intel Launches Core Series 2 Processor with Real-Time Performance and Expands Edge AI Portfolio
New industrial-ready platform delivers breakthrough deterministic performance; sixth Edge AI suite targets healthcare applications NUREMBERG, Germany — March 9,
Synaptics Introduces SYN765x, an Industry-Leading AI-Native Wi-Fi® 7 Solution for Integrated IoT Edge Applications
AN JOSE, Calif., Mar 10, 2026 — Synaptics Incorporated (Nasdaq: SYNA), today announced the SYN765x, an AI-native wireless solution that redefines Edge
RTOS vs. Bare-Metal: Decision Matrix Tool for Projects Based on High-End Microcontrollers
This blog post was originally published at eInfochips’ website. It is reprinted here with the permission of eInfochips. Introduction When
From Warehouse to Wallet: New State of AI in Retail and CPG Survey Uncovers How AI Is Rewiring Supply Chains and Customer Experiences
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The third annual
NXP’s New i.MX 93W Fuses Edge Compute and Secure Wireless Connectivity to Accelerate Physical AI
Key Takeaways: First applications processor to combine an AI NPU with secure, tri-radio connectivity, replacing up to 60 discrete components
News
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.
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, VENTUNO Q builds on the iconic
Intel Launches Core Series 2 Processor with Real-Time Performance and Expands Edge AI Portfolio
New industrial-ready platform delivers breakthrough deterministic performance; sixth Edge AI suite targets healthcare applications NUREMBERG, Germany — March 9, 2026 — At Embedded World 2026, Intel launched the Intel® Core™ processor Series 2 with P-cores, an industrial-ready platform engineered for mission-critical edge applications. Intel also announced its latest Edge AI suite for Health & Life Sciences, providing validated reference pipelines and benchmarking tools
Market Analysis
From Warehouse to Wallet: New State of AI in Retail and CPG Survey Uncovers How AI Is Rewiring Supply Chains and Customer Experiences
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The third annual NVIDIA State of AI in Retail and CPG survey shows why nine in 10 retailers will increase AI budgets in 2026, focusing on open-source models and software, as well as agentic and physical AI. Highlights
Which Service Robots Will Dominate the Market in the Next 10 Years?
Logistics robots and cleaning robots both benefit from high market demand and relatively low technical barriers, compared to kitchen and restaurant robots or underwater robots. Source: Service Robots 2026-2036: Technologies, Players and Markets This blog post was originally published at IDTechEx’s website. It is reprinted here with the permission of IDTechEx. The service robotics industry has grown
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
Blog
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 pipeline that first processes low-resolution inputs to identify task-relevant regions and then re-encodes them at higher resolution, reducing computational cost while preserving essential information. Reward for reasoning-driven perception:
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’ve used Linux containers, you’ve come across one: it’s where container images are stored. Registries can be public (like Docker Hub) or private,
RTOS vs. Bare-Metal: Decision Matrix Tool for Projects Based on High-End Microcontrollers
This blog post was originally published at eInfochips’ website. It is reprinted here with the permission of eInfochips. Introduction When building a system with a powerful microcontroller (MCU) or microprocessor, such as an ARM Cortex-M4, M7, R5, RXv3, A15, or A53—one of the key decisions developers face is whether to use bare-metal programming or a
