A lightweight ethical checklist
Before launch, confirm transparency statements, opt-out clarity, data minimization, and proportionality. Ask which groups might be harmed or overwhelmed, and who benefits most. If you would hesitate to explain the design to a skeptical journalist or your grandmother, pause, revise, and invite outside review before proceeding confidently.