#methodology

Rebuilding a Security Researcher's Mind in an AI — to Invent Attacks, Not Just Find Them

AI-driven zero-day finding is spreading fast. This is a report on the harder part: building an AI that autonomously reverse-engineers undocumented Windows internals to invent attack techniques nobody has named — borrowing discovery methods from outside security, doubting its own conclusions, and running unattended for hours without fooling itself.