AI and quantum are turning cybersecurity into a race against time

Quantum is not waiting for a hardware breakthrough to reshape security; it is already forcing migrations, budgets and governance. At the same time, AI is accelerating both attacks and defenses, making trust a moving target rather than a fixed architecture.[2][3][4][6]