39 actionable principles to make AI interfaces trustworthy and controllable
A UX designer maps research on trust, mixed‑initiative, and responsible AI into 39 concrete design guidelines. They show how to surface uncertainty, evidence, and autonomy cues so users can rely on AI appropriately, avoid errors, and stay in control.