**Opus**: Handles borderline cases with appropriate hedging or multi-label assignment. Understands that categories can overlap. **Haiku**: Tends toward single-label, definitive classification. May force ambiguous cases into the nearest category. **Mitigation**: Provide a decision rubric with explicit boundary rules. ``` Categories: [A, B, C, AMBIGUOUS] If input matches criteria for exactly one category, assign it. If input matches 2+ categories, assign "AMBIGUOUS" and list them. If input matc...
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# Nuanced Classification
**Opus**: Handles borderline cases with appropriate hedging or
multi-label assignment. Understands that categories can overlap.
**Haiku**: Tends toward single-label, definitive classification. May
force ambiguous cases into the nearest category.
**Mitigation**: Provide a decision rubric with explicit boundary rules.
```
Categories: [A, B, C, AMBIGUOUS]
If input matches criteria for exactly one category, assign it.
If input matches 2+ categories, assign "AMBIGUOUS" and list them.
If input matches no category, assign "OTHER".
```
Always include an escape-hatch category (AMBIGUOUS, OTHER, MIXED).
Without it, Haiku will force borderline cases into arbitrary buckets.
