Edge AI and Vision Alliance

  LETTER FROM THE EDITOR Dear Colleague, These days, it feels like practical AI is getting closer to the edge every week. In this issue, we’ll take a look at how performant models are getting smaller and more easily deployed in edge devices. We’ll delve into Google’s new Gemma 4 model family, and hear Analog […]

  LETTER FROM THE EDITOR Dear Colleague, This issue highlights two practical themes in edge AI: data foundations for AI and safety-critical edge AI. Across these articles, a common engineering lesson emerges: building successful systems requires not just strong models, but disciplined work on the data pipeline and careful design for safe operation in demanding

  LETTER FROM THE EDITOR Dear Colleague, This issue highlights two important threads shaping the future of edge AI. First, we explore vision for autonomous intelligence, with presentations on geometric depth estimation, vision-based aircraft functions and vision LLMs in multi-agent systems—together showing how visual perception is becoming a foundation for autonomy, reasoning and coordinated action.

  LETTER FROM THE EDITOR Dear Colleague, Vision-language models are becoming widely used. How can engineers familiar with classical AI and vision techniques learn to leverage these new models in real world applications? We have two pieces today focused on getting started with VLMs, one focused on running them on the Jetson hardware family, and

  LETTER FROM THE EDITOR Dear Colleague, In this edition, we’ll cover an edge AI application domain that affects all of us: healthcare. Specifically, we’ll see how computer vision and agentic AI are performing real-time monitoring to transform our physical and mental health, and those of our elders, for example in detecting cognitive decline. We

LETTER FROM THE EDITOR Dear Colleague, Whether you’re at one of the big AI players making headlines, or trying to break out with a startup, many of our readers are on their own journey to scale—turning prototypes into robust products, moving from research workflows into production pipelines, and scaling deployments in the real world. We’ll

  LETTER FROM THE EDITOR Dear Colleague, On Tuesday, March 3, the Edge AI and Vision Alliance is pleased to present a webinar in collaboration with The Ocean Cleanup. The Ocean Cleanup is on a mission to rid the world’s oceans of plastic. To do that, the team needs to know where plastic accumulates, how

  LETTER FROM THE EDITOR Dear Colleague, Happy New Year and Happy CES for those attending! If you’re heading to CES and want to see the latest in physical AI and computer vision technologies, check out our Directory of Alliance Members at CES to see what they are showing, where to find them and easy

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. Then we’ll continue our focus on technical content with two presentations addressing challenges in developing consumer edge