Agent reasoning is inherently unpredictable and vulnerable to manipulation, and no amount of prompt engineering can prevent it from failing. Rather than reacting after a crisis, leadership must establish strict boundaries from day one. AI governance isn't about ensuring an agent always reasons correctly, it's about controlling how much damage it can do the moment its reasoning goes wrong.