AI is already changing how security work gets done. Auditors can run multiple parallel analysis flows, test assumptions faster, and expand coverage across large codebases. But benchmarking AI in real audit conditions - across deeply interconnected protocols and large attack surfaces - is still an open challenge. The future of auditing may be less about automation and more about human - AI collaboration at scale.