A team is migrating from claude-3-sonnet-20240229 to claude-3-5-sonnet-20241022. During regression testing, they discover that 8% of previously passing test cases now produce different outputs — not wrong outputs, just different phrasing or structure. The PM wants to declare the migration failed due to behavioral change. How should the architect respond?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because different does not mean wrong. Model version upgrades routinely produce phrasing, formatting, and structure variations that are functionally equivalent — a sentence reordered, a bullet converted to prose, a synonym substituted.
Full explanation below image
Full Explanation
B is correct because different does not mean wrong. Model version upgrades routinely produce phrasing, formatting, and structure variations that are functionally equivalent — a sentence reordered, a bullet converted to prose, a synonym substituted. These are not regressions in any meaningful sense. The correct migration quality gate is functional correctness: are the outputs factually accurate, safety-compliant, and parseable by downstream systems? Auditing the 8% to separate stylistic divergence from functional regressions allows the migration to proceed on the correct evidence basis, and documenting acceptance criteria makes future migrations more rigorous. A is wrong because requiring identical outputs between model versions is an unrealistic and counterproductive standard — it would prevent any model version upgrade forever, and newer models are typically more capable, not less. C is wrong because averaging across runs addresses variability within a model version, not the behavioral differences between two different model versions — this approach misdiagnoses the problem. D is wrong because split-version deployment creates a maintenance burden of running two model versions indefinitely and introduces its own complexity — it should not be the standard migration strategy for stylistic divergence.