Reflection on Model Selection

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Apply structured reflection to model selection decisions with assumption checking, alternative analysis, and trade-off evaluation.

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Reflect on this model selection decision to ensure it is optimal.

## Use Case
{{use_case}}

## Selected Model
{{selected_model}}

## Selection Criteria
{{selection_criteria}}

Apply critical reflection:

**First Reflection: Assumption Check**
- What assumptions did I make about the use case?
- Are these assumptions valid?
- What edge cases might challenge these assumptions?

**Second Reflection: Alternative Analysis**
- What models did I not consider?
- Why were they ruled out?
- Should any be reconsidered?

**Third Reflection: Trade-off Evaluation**
- What am I optimizing for?
- What am I sacrificing?
- Is this the right trade-off for this use case?

**Fourth Reflection: Future Proofing**
- How might requirements change?
- Is this selection flexible?
- What would trigger a reevaluation?

**Conclusion**
Confirm or revise the selection based on reflection.

Details

Category

Analysis

Use Cases

Model selectionDecision validationCritical review

Works Best With

claude-sonnet-4-20250514gpt-4o
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