Part 2

UX

In delegated systems, the user’s burden shifts from operating the interface to judging what the system hands back. This part covers the relationship the product creates, how results get evaluated, why reactions beat feedback, and how trust forms across the first fourteen moments. It then turns to the frontend: AI states, the handoff from Figma to code, and recovery when a result is wrong.

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Do people check every AI result twice?

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