As AI systems become increasingly capable, it is crucial for their decision-making processes to be interpretable. Understanding how these systems reach conclusions is essential for ensuring their safety, reliability, and ethical use. We must be able to trust and scrutinize AI to prevent unintended consequences and align them with human values.