Home / AWS Certified AI Practitioner (AIF-C01) / 3 Practice / AWS-AIF-464
A provider updates a model and outputs change.
Detect unexpected changes.
Choose two practices.
Hint 1: Focus on the requirement Record immutable model identity and change time, then compare every release with a fixed quality, safety, cost, and latency baseline.
Hint 2: Key terms Review model-version monitoring.
Model versionAn identifiable release of weights, configuration, or serving behavior.
BaselineA reference measurement used to compare a new version with an approved state.
Release metadataIdentity, owner, date, configuration, and approval information for a deployment.
Behavior changeA difference in outputs or operational characteristics after an update. × Incorrect Record model identifier, version, provider, and change date, then test a fixed regression set against safety, cost, and latency baselines.
Detailed explanation A Incorrect Compare production outputs only after a provider update
Issues may be missed.
B Incorrect The same model name guarantees identical behavior
Versions and weights can change.
C Correct Record model identifier, version, provider, and change date in deployment and logs
Changes link to outputs.
D Correct Run fixed regression and compare safety, cost, and latency baselines after updates
Automatic changes are detected.
Check official documentation Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 3.3・4.3のモデル更新、回帰評価、変更管理を確認する。
Official references Official documentation 1 Official documentation 2 What to confirm 提供者の更新を追跡し、品質と運用指標の変化を検出できる。
Key points Model version Regression set Baseline Notes Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認 Compare the definition with the AIF-C01 objective and the service documentation before applying it. Keep the concept separate from a particular answer choice or implementation step. Foundation review Model version An identifiable release of weights, configuration, or serving behavior.
Baseline A reference measurement used to compare a new version with an approved state.
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