Computational Intelligence is redefining application security (AppSec) by allowing more sophisticated vulnerability detection, automated testing, and even self-directed attack surface scanning. This article delivers an in-depth overview on how AI-based generative and predictive approaches function in AppSec, crafted for AppSec specialists and decision-makers alike. We’ll examine the evolution of