Modern cybersecurity has fundamentally shifted from a traditional “castle-and-moat” perimeter model to an identity-centric, machine-speed defense paradigm. Because corporate networks have dissolved into multi-cloud environments, decentralized endpoints, and distributed remote workforces, security is no longer about keeping attackers out of a network. Instead, it focuses on continuously verifying every user, device, and automated machine interaction.The defining characteristic of contemporary cyber warfare is AI vs. AI warfare. Threat actors use automated toolkits to compress their time-to-exploit from weeks down to mere hours, meaning defensive responses must also operate entirely at machine speed
