"To defeat the adversary, we must move beyond tracking their tools—we must understand their mind. The traditional approach to cybersecurity has focused relentlessly on the technical what (malware signatures, TTPs) and the macro why (geopolitical tension, economic drivers). However, the next decisive frontier in intelligence and defence requires a pivot to the who: the personality dynamics that fuel cyber threat actor groups and using autonomous tools to follow in their footsteps. "