Building a model benchmark | AWS Certified AI Practitioner (AIF-C01) original practice question

3.4Standard

Several model candidates must be compared.

Avoid one score.

Choose two designs.

Hint 1: Focus on the requirement

Identify what must change and what must remain unchanged. Then choose the command whose scope matches that requirement.

Hint 2: Check each command's role

Separate commands that display information, change state, remove data, or affect a child process.

Detailed explanation

CorrectInclude representative, boundary, safety, multilingual, long-context, and refusal cases in a fixed set

Limits and needs are tested.

CorrectCompare quality, evidence, safety, latency, cost, and data-use terms under equal conditions

Selection is practical.

IncorrectChoose the production model from the highest public score

Tasks and conditions differ.

IncorrectUse a different evaluation set for each model

Comparison is unfair.

An example you can run in a temporary verification environment.

AWS公式AIF-C01 Domain 2.1・3.4のモデル評価、ベンチマーク、コストを確認する。

公開スコアではなく自社要件に合わせた再現可能な比較ができる。

Foundation review

Check whether the command acts on the current shell, a new process, an existing process, or a file.

Use the supplied command and compare the output with the expected result.

Question IDAWS-AIF-519

EnvironmentAWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認

Last technical review2026-08-20