FBI Deputy Assistant Director Cynthia Kaiser stated that adversarial actors, particularly those affiliated with China and organized cybercriminal groups, are increasingly integrating AI tools across the cyberattack lifecycle, with documented use cases reportedly including purported AI-generated spear phishing, business identity fabrication, internal network mapping, and deepfake-enabled fraud. The tools are allegedly already assisting intrusions targeting U.S. infrastructure.