As artificial intelligence steadily progresses, charting its ethical contours becomes increasingly important. Developers face a nuanced set of issues in securing that AI applications are aligned with human beliefs. A key aspect is transparency, allowing parties to comprehend how AI models make determinations. Moreover fostering fairness and equit