As an advocate for transparency and accountability in technology and government, I believe that AI systems above a certain capability threshold should be required to have interpretable decision-making processes. This is essential for ensuring that these powerful technologies are used ethically and are subject to public oversight. Without interpretability, it becomes challenging to hold creators and users of AI accountable for their decisions, which can significantly impact society.