As rivals and nation-states try to extract proprietary models, John Hultquist says cybersecurity is entering an autonomous era. Generative AI has rapidly become core infrastructure, embedded across enterprise software, cloud platforms, and internal workflows. But that shift is also forcing a structural rethink of cybersecurity. The same systems driving productivity and growth are emerging as points of vulnerability.