# AI Implementation Brief

## Objective
Translate recorded interaction into deterministic UI behavior.

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## Interaction Summary

### Step 1 — Initial State
- Screen loads in stable layout.
- No unexpected animations.
- Primary CTA clearly visible.

### Step 2 — Primary Interaction
- User taps main interactive element.
- Transition occurs immediately.
- No layout shift.
- No flicker.

### Step 3 — Secondary State
- Updated UI appears.
- Visual hierarchy remains consistent.
- System feedback confirms action.

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## Hard Requirements
- Zero blocking lag.
- Deterministic state transitions.
- Maintain visual continuity.

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## UX Intent
- Fluid motion.
- Clear feedback.
- No ambiguous states.

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## Evaluation Criteria
- Does UI match expected post-interaction state?
- Are animations subtle and consistent?
- Is user always aware of current state?

