Artificial intelligence is rapidly evolve, presenting both exciting opportunities and substantial ethical dilemmas. As AI systems become more sophisticated capable, we have to carefully analyze the effects of their application. One key ethical challenge is ensuring that AI stays directed with human principles. Explainability in AI decision-making