The realm of artificial intelligence is transforming with the emergence of AI agents capable of independent action . These agents exhibit a growing capacity for decision-making, raising both excitement and concern . Understanding how AI agents arrive at decisions holds significant importance to mitigate potential risks . Factors shaping autonomo