Minimizing personal data | AWS Certified AI Practitioner (AIF-C01) original practice question

4.1Basic

Send customer calls to a summarization service.

Avoid data not needed for the purpose.

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.

目的に必要な項目だけを抽出し、マスキング・トークン化・匿名化を適用する: Less personal data reaches the model.
保存期間、アクセス、再利用、削除、第三者提供を目的ごとに管理する: The data lifecycle is controlled.
将来使うかもしれないため全会話を無期限保存する: Purpose-limited retention is lost.
個人情報を含むログを誰でも閲覧できるようにする: Unnecessary exposure results.

Detailed explanation

CorrectExtract only required fields and mask, tokenize, or anonymize identifiers

Less personal data reaches the model.

CorrectManage retention, access, reuse, deletion, and sharing by purpose

The data lifecycle is controlled.

IncorrectKeep every conversation forever for possible future use

Purpose-limited retention is lost.

IncorrectLet anyone read logs containing personal data

Unnecessary exposure results.

An example you can run in a temporary verification environment.

AWS公式AIF-C01 Domain 4.1のプライバシー、データ最小化、匿名化を確認する。

目的に不要な個人情報をAI処理・ログ・保存から減らせる。

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-345

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