Artificial Intelligence (AI) is redefining the field of application security by enabling more sophisticated weakness identification, automated testing, and even self-directed threat hunting. This guide offers an in-depth narrative on how AI-based generative and predictive approaches are being applied in the application security domain, written for security professionals and stakeholders