The realm of artificial intelligence progresses at an astounding pace with the emergence of AI agents capable of independent action . These agents exhibit a growing capacity for decision-making, prompting crucial considerations. Understanding how AI agents formulate decisions becomes increasingly vital to ensure responsible development . Factors