Marwan Abouzeid, an early-career developer working toward the intersection of offensive security and AI. OSCP+ in progress, building ML systems and security tooling.https://marwanabouzeid.com/https://marwanabouzeid.com/writing/limits-of-ai-in-ethical-hacking/https://marwanabouzeid.com/writing/limits-of-ai-in-ethical-hacking/On why AI can't replace genuine understanding in ethical hacking, written while preparing for the OSCP+.Mon, 11 May 2026 00:00:00 GMT