Here's a scenario that should make every security professional uncomfortable: A new CVE drops at 9 AM. By 11 AM, AI-assisted threat actors have analyzed the vulnerability, generated working exploit code, and begun scanning for vulnerable targets. By noon, the first attacks are underway. Meanwhile, your security team is still reading the advisory. This isn't a hypothetical future—it's happening right now. And it fundamentally changes the game we're playing. The New Math of Vul

There's an interesting shift happening in Security Operations Centers right now. AI and machine learning are rapidly taking over tasks that, until recently, were the bread and butter of junior security analysts. Log normalization, correlation, initial triage, basic threat detection—the foundational work that every Tier 1 analyst cut their teeth on—is increasingly being handled by intelligent automation. On the surface, this sounds like an unqualified win. Who wouldn't want to