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Today, we're diving into the future of computer vision as we unpack the key insights from the Ultralytics Yolo Vision 2025 conference in London. This year's event, hot on the heels of their inaugural Madrid conference, showcased groundbreaking advancements in open-source vision AI. We'll explore Ultralytics' impressive $30 million investment, their strategic re-branding to Yolo26, and their commitment to simplifying the training experience for edge-based vision systems. From Intel's remarkable 12x inference speed improvement with OpenVino to NVIDIA's powerful Jetson family road-map and DeepX's ambitious low-power NPU silicon, we'll cover the hardware innovations poised to redefine Edge AI. We'll also delve into the fascinating world of multi-modal AI with HuggingFace, the collaborative efforts behind the Raspberry Pi AI Camera, and the critical discussions around the responsible adoption of AI. Get ready for a deep dive into the technologies and ideas shaping the next era of machine vision!