Matrix: Pick the Right Fidelity for AI-Generated Exploration
Choose the right fidelity level for AI-assisted exploration based on learning value and cleanup cost.
Cleanup cost or commitment pressure Learning value for the current question Low High Sweet spot High learning - Low cleanup Use low-to-mid fidelity prompts here when the team needs to test sequence, hierarchy, or narrative framing without creating attachment to polish. tl Earn the polish High learning - High cleanup Use richer AI prototypes or refined visuals only when the review really depends on believable interaction or emotionally resonant imagery. tr Convenient but weak Low learning - Low cleanup These artifacts are easy to produce but often do not answer an important question. Avoid mistaking effortless output for progress. bl…
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