The output is not the experience
An AI model can return a good answer and still create a poor product. The person using it needs context, confidence and a clear way to disagree.
Design the handoff
The most interesting part of an AI workflow is often the handoff between machine suggestion and human decision. That is where transparency, editing and responsibility need to live.
Keep asking what is useful
I am learning to judge an experiment less by how impressive the model feels and more by whether it gives someone a better next step.