Context Sensitivity of AI Communication
The same AI communication approach works differently across creative phases, user expertise, and task urgency.
Creative phases: Divergent, open-ended AI communication serves ideation. Convergent, specific communication serves refinement. Users want expansive suggestions early, focused direction late.
User expertise: Experienced users prefer asynchronous communication to maintain creative flow. Novices benefit from synchronous guidance. Design experts tolerate ambiguous feedback that sparks inspiration; non-designers want clarity.
Task urgency: Urgent tasks need concise, direct communication. Exploratory tasks accommodate abstract, expansive responses.
This undermines one-size-fits-all approaches to AI interaction design. The optimal communication pattern isn’t fixed, it shifts with context.
Related: 01-molecule—proactive-reactive-comparison, 01-molecule—faico-framework, 01-atom—feedback-loop-preference