How is AI penetration testing different from traditional penetration testing?

Traditional testing targets code, infrastructure, and known vulnerability classes. AI penetration testing adds the behaviour of the model itself, testing how it can be manipulated, what it can be made to reveal, and what it can be tricked into doing. It requires a different mindset and adversarial techniques that standard tools and tests don’t cover.