Security teams have spent years trying to detect threats faster. AI is changing the harder part: how much time defenders have left to act.

Advanced AI models can now help attackers discover vulnerabilities, generate exploit code, and move through weaknesses faster than traditional security processes were built to handle.

The challenge is no longer just finding another vulnerability or