SELF-CHECK
A new model improves accuracy but doubles response time beyond the stated limit. Is it automatically better?

REFERENCE REASONING
No. Evaluate it against the complete acceptance criteria, including latency and relevant errors. Keep the baseline or revise the design with explicit approval.

This is a reasoning reference for the supplied fictional case, not an executed app or tested cloud deployment. Alternative approaches are valid when supported by stated assumptions and evidence.
