Generative AI has already transformed the fraud landscape, making campaigns more effectively industrialized yet at the same time more personalized. The Fraud Fighter's AI Playbook offers the first comprehensive examination of this shift-analyzing how fraudsters weaponize GenAI and providing a structured framework for countering these threats.