Newsletters

A NEWSLETTER FROM THE EDGE AI AND VISION ALLIANCE Early December 2025 | VOL. 15, NO. 24 LETTER FROM THE EDITOR Dear Colleague, Welcome to our annual CES Special Edition. We’ll give you a rundown on some of the most interesting companies to see  at CES and we’ll highlight some consumer-facing applications of edge AI. […]

  LETTER FROM THE EDITOR Dear Colleague, Good morning. Before we get to the content today, I’d like to introduce myself, since you’ll be hearing from me regularly. I’m Erik Peters, the new editor of the Edge AI and Vision Insights newsletter. I’ve been helping the Alliance with market and industry ecosystem research (and the

  LETTER FROM THE EDITOR Dear Colleague, Next Tuesday, November 18 at 9 am PT, the Yole Group will present the free webinar “How AI-enabled Microcontrollers Are Expanding Edge AI Opportunities” in partnership with the Edge AI and Vision Alliance. Running AI inference at the edge, versus in the cloud, has many compelling benefits; greater

LETTER FROM THE EDITOR Dear Colleague, The Call for Presentation Proposals for the 2026 Embedded Vision Summit, taking place May 11-13 in Santa Clara, California, is now open! We’re planning more than 100 expert sessions and would love to see your ideas—from physical AI case studies to efficient edge AI techniques to the latest advances

LETTER FROM THE EDITOR Dear Colleague, On Tuesday, November 18 at 9 am PT, the Yole Group will present the free webinar “How AI-enabled Microcontrollers Are Expanding Edge AI Opportunities” in partnership with the Edge AI and Vision Alliance. Running AI inference at the edge, versus in the cloud, has many compelling benefits; greater privacy,

OPTIMIZING DEEP LEARNING MODEL EFFICIENCY Quantization Techniques for Efficient Deployment of Large Language Models: A Comprehensive Review The deployment of large language models (LLMs) in resource-constrained environments is challenging due to the significant computational and memory demands of these models. To address this challenge, various quantization techniques have been proposed to reduce the model’s resource

LETTER FROM THE EDITOR Dear Colleague, Next Tuesday, September 23, 2025 at 9 am PT, the Yole Group will present the free webinar “Infrared Imaging: Technologies, Trends, Opportunities and Forecasts” in partnership with the Edge AI and Vision Alliance. Infrared (IR) cameras are increasingly finding adoption in a diversity of applications, as an adjunct or

MULTIMODAL AI ADVANCEMENTS The Future of Visual AI: Efficient Multimodal Intelligence AI is on the cusp of a revolution, driven by the convergence of several breakthroughs. One of the most significant of these advances is the development of large language models (LLMs) that can reason like humans, enabling them to make decisions and take actions

LETTER FROM THE EDITOR Dear Colleague, Every year the Edge AI and Vision Alliance surveys developers to understand their requirements, preferences and pain points around computer vision and perceptual AI. This survey is now in its 12th year because of people like you, who contribute their real-world insights. We share the results from the survey

NEW PROCESSORS ENABLE ULTRA-EFFICIENT EDGE INFERENCE Key Requirements to Successfully Implement Generative AI in Edge Devices: Optimized Mapping to the Enhanced NPX6 Neural Processing Unit IP In this 2025 Embedded Vision Summit talk, Gordon Cooper, Principal Product Manager at Synopsys, discusses emerging trends in generative AI for edge devices and the key role of transformer-based