The realm of artificial intelligence is rapidly evolving with the emergence of AI agents capable of autonomous operation . These agents exhibit a growing capacity for decision-making, sparking intense debate . Understanding how AI agents generate decisions holds significant importance to harness their full potential. Key factors influencing AI age