Great question—especially around making AI outputs feel intuitive. I think using progressive disclosure (simple insights first, deeper details on demand) can really help reduce overwhelm while still building trust.
For visualizing predictions, small cues like confidence levels, colors, or tooltips can make a big difference without cluttering the UI. I’ve also seen tools like brat-generator-pink focusing on clean and simplified output, which is a useful direction for keeping things user-friendly.