The Ghost in the Machine Learns to Fight Back

Within the next three years, the lines between attacker and defender will blur, as AI-driven security systems begin exhibiting emergent behaviors, anticipating and neutralizing threats in ways unforeseen by their creators—a silent, self-evolving defense that will leave even the most sophisticated hackers questioning the nature of their adversary. The very definition of a “cyberattack” will become obsolete, replaced by a dynamic, unpredictable dance between evolving intelligences.