A county assessor parcel desk is asked to promote a valuation model that lacks recorded hyperparameters and a data snapshot ID. What should they do?
Select an answer to reveal the explanation.
Short Explanation
No hyperparams and no data snapshot ID means the model has no birth certificate—block promotion until the paperwork is there.
Full Explanation
A county assessor parcel desk asked to promote a valuation model that lacks recorded hyperparameters and a data snapshot ID should refuse promotion until those are recorded with the artifact. Reproducibility and governance require knowing how the model was trained and which data cut produced it. Without hyperparameters and a snapshot identifier, auditors cannot reconstruct the run, compare alternatives fairly, or defend assessed-value pilots under civic scrutiny.
Promoting because missing metadata supposedly speeds governance fails by concept: incomplete provenance slows and weakens governance when questions arise later. Filling hyperparameters with random numbers after promotion fails because fabricated settings are not the true training configuration and poison the audit trail. Skipping snapshot IDs for any model trained on GPU fails because accelerator choice does not exempt a run from data lineage requirements.
Exam caveat: promotion gates on the exam commonly require hyperparameters plus data snapshot (or equivalent lineage) recorded with the artifact.
Operational check: reject the valuation promotion ticket, require logged hyperparameter values and a data snapshot ID attached to the artifact, re-run or backfill those records if needed, and only then reopen the promotion review.