What Scares an Agent: The Taxonomy of AI Hesitation and How to Remove It

Hesitation in AI systems is rarely random. It is a signal. The signal points to one of four things. Classify first. Remove second. The Four Sources One. Authorization boundary. The agent encounters a decision that may be outside its sanctioned scope....