AI is transforming the field of application security by allowing more sophisticated vulnerability detection, automated testing, and even autonomous attack surface scanning. This write-up offers an in-depth overview on how AI-based generative and predictive approaches are being applied in the application security domain, written for cybersecurity experts and stakeholders as