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Progressive disclosure is essential for managing the complexity of AI reasoning. By hiding detailed chain-of-thought behind simple status indicators, products can serve both casual users and power users without compromising the experience for either group.

Impact: Prevents user overwhelm and builds trust by allowing users to control their level of engagement with the agent's internal processes.

— from Designing Consumer AI Agents: Meta Muse Strategy · How I AI· Oct 12, 2026