
The emergence of Large Language Models specifically trained for security research has compressed the time between vulnerability disclosure and active exploitation to mere hours, leaving traditional defense strategies struggling to maintain pace. While the industry once operated on a timeline of weeks or even months to test and deploy software updates, the modern threat landscape demands a radical shift toward










