Newsletters

  LETTER FROM THE EDITOR Dear Colleague, Physical AI is moving quickly from concept to implementation, and this week’s issue looks at what it takes to make these systems work at the edge: guaranteed latency, efficient compute, robust perception and deployable software stacks. We’ll highlight technical presentations on RISC-V and embedded GPU architectures for physical […]

  LETTER FROM THE EDITOR Dear Colleague, This week we’re looking at how edge AI and vision development is becoming more productive, more scalable and more accessible across real-world applications. Two upcoming webinars explore important pieces of this evolution: using edge-first coding agents to accelerate development for real devices, and making computer vision easier to

  LETTER FROM THE EDITOR Dear Colleague, This week we’re highlighting practical ways engineering teams are tackling some of the hardest problems in deploying edge AI and vision systems: getting models to work reliably in the real world, modernizing vision software for new hardware and model architectures, and scaling physical AI beyond the prototype stage.

  LETTER FROM THE EDITOR Dear Colleague, This week’s featured presentations focus on practical ways to accelerate edge AI development—from choosing programmable FPGA-based accelerators and designing efficient computer vision systems for tightly constrained far-edge devices to using AI coding agents safely and effectively in real embedded development workflows. Efinix and Lattice Semiconductor examine hardware and

  LETTER FROM THE EDITOR Dear Colleague, This month’s Embedded Vision Summit was a resounding success, with more than a thousand attendees learning from nearly a hundred presenters and hundreds of demos, as well as making valuable connections. 2026 Embedded Vision Summit presentation videos and slide decks will become available on the Edge AI and

  LETTER FROM THE EDITOR Dear Colleague, The Embedded Vision Summit is coming soon: May 11-13, Santa Clara, California. As a subscriber, you can use code 26EVSUM-NL for 10% off your pass when you register before May 10. The Summit is a fantastic opportunity to keep up with the latest trends in edge AI topics,

  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