The End-State Fallacy: Where Is AI Security Headed?

AI systems have advanced to autonomously discover vulnerabilities, write exploits, and conduct cyber intrusions, as demonstrated by recent attacks and a July 2026 test where AI agents cooperated to breach security systems. Despite these capabilities, human oversight remains critical, and current limitations prevent AI from fully automating cyberattacks.