Newsletters

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

LETTER FROM THE EDITOR Dear Colleague, On 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

NEW APPROACHES TO VISION AND MULTIMEDIA AT THE EDGE How Qualcomm Is Powering AI-Driven Multimedia at the Edge In this 2025 Embedded Vision Summit talk, Ning Bi, Vice President of Engineering at Qualcomm Technologies, explores the evolution of multimedia processing at the edge, from simple early use cases such as audio and video processing powered

LANGUAGE MODEL OPTIMIZATIONS FOR EDGE PROCESSORS Bridging the Gap: Streamlining the Process of Deploying AI onto Processors Large language models often demand hand-coded conversion scripts for deployment on each distinct processor-specific software stack—a process that’s time-consuming and prone to error. In this highly rated 2025 Embedded Vision Summit presentation, Taesu Kim, Chief Technology Officer at

LETTER FROM THE EDITOR Dear Colleague, Alliance partner organization KOTRA invites you to explore cutting-edge mobility innovations at K-MOBILITY Superconnect 2025 on June 17 in San Jose, California. Engage with more than 20 Korean companies showcasing advancements in electric vehicles, autonomous driving and smart mobility. Here’s why you should attend: Network with global corporations, investors