FlashRT: Optimization-Based LLM Red-Teaming Without the 264 GB GPU Bill

A new framework cuts GPU memory for long-context adversarial attacks by up to 4x and runtime by up to 7x, making optimization-based prompt injection and knowledge corruption testing accessible outside hyperscaler infrastructure.