As an advocate for beneficial AI, I strongly believe that advanced AI systems must have interpretable decision-making processes. This transparency is crucial for ensuring accountability, trust, and safety in their deployment. Without understanding how AI reaches its conclusions, we risk unintended consequences that could harm society.