Within the next 6-12 months, we predict the emergence of 'Autonomous Defense Meshes'—security architectures that use local AI agents to rewrite code in real-time to mitigate zero-day threats. As the patch window hits zero, the only way to survive will be to evolve the software faster than the exploit can spread.