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This article is transcribed from the interview with Brian, who participated in the RDK Challenge Summer. His project, VLM Patrol Robot, is built on the RDK X5 with Ultralytics YOLOv11n and InternVL2.5-1B running entirely onboard. No cloud. No server. Just one board doing the work.

With RDK X5, a camera, GPIO, and cloud API services from DeepSeek and ElevenLabs, the AI assistant becomes a compact edge AI project.

Turn a low-level servo arm into a goal-driven robot: RDK S100 runs vision and LLM control so the arm sees cubes and sorts them from a plain-language request.

D-Robotics, as a proud partner, was present at Ultralytics YOLO Vision 2026. We shared stories and benchmarks from global makers deploying Ultralytics YOLO on real-world robots with D-Robotics RDK, and demonstrated Ultralytics YOLO models running locally on RDK.

ROSCon Global 2026 brings the ROS community together in Toronto. See how RDK dev kits are powering embodied AI applications, from robotic arms to spatial AI cameras, plus our Lightning Talk and a special on-site offer.

Over 45 days, developers from around the world turned robotics ideas into working projects using RDK X5. Meet the builders, award-winning creators, and community voices behind the Robotics Dream Keeper Challenge 2026 Summer.

ICML 2026 is the premier stage for global machine learning innovation, and our ZODA Happy Hour & D-Robotics Innovators Night creates an intimate, high-quality space to turn conference conversations into tangible partnerships.

Join us as a D - Robotics Global Evangelist and be part of a community that's redefining the future of robotics!

As AI continues to redefine technological boundaries, the world of hardware development is experiencing a seismic shift. Software and hardware are no longer isolated disciplines—instead, they’re converging into a seamless ecosystem where innovation thrives at the intersection of code and circuitry. In recent years, we’ve witnessed a