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YOLO architecture search can now be sped up dramatically: a new surrogate benchmark lets you evaluate designs without full training, and it's good enough to find architectures that beat YOLOv12.
Backdoors aren't just for attacks anymore: B4G shows how they can be flipped to enhance LLM safety, controllability, and accountability.
