It's ability to process large volumes of images with low active parameters makes it a significant advancement for edge devices. However, scaling these models to

It's ability to process large volumes of images with low active parameters makes it a significant advancement for edge devices. However, scaling these models to production environments often introduces security challenges, including bot floods targeting inference APIs and adversarial inputs that mimic legitimate queries to disrupt detections.