Help me design an A/B test for [feature/change]. Include:
1. Hypothesis
- Current situation
- Proposed change
- Expected impact
2. Test Design
- Success metrics
- Sample size
- Duration
- Segments
3. Risks and Controls
4. Analysis Plan
Feature context:
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