- In short
- A wrong-feature problem and a wrong-model-tier problem both surface as a specific, repeatable error type, but they need different fixes. Subtly wrong numbers in prose output signal a need for code execution, not a different model. Shallow analysis produced by a speed-oriented model tier signals a need for a more capable model, not a different feature. Because both share the same error-timing signature, the correct fix depends on the kind of error, not merely on the fact that an error exists.
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