Artificial intelligence is rapidly evolve, offering both tremendous opportunities and substantial ethical dilemmas. As AI technologies become ever more capable, we need to carefully analyze the implications of their utilization. One essential ethical concern is ensuring that AI stays aligned with human values. Explainability in AI decision-making