Prompt injection and jailbreaks have been called an unsolvable problem. Acuvity’s detection model achieved the highest F1 score across all four major public benchmarks, outperforming models from Meta, ProtectAI, Qualifire, and others, with perfect precision on real-world attack datasets. Here’s what makes it different.