Home / AWS Certified AI Practitioner (AIF-C01) / 4 Practice / AWS-AIF-345
Send customer calls to a summarization service.
Avoid data not needed for the purpose.
Choose two designs.
Hint 1: Focus on the requirement Collect and retain only what the purpose requires, and apply anonymization, masking, access, and deletion controls to the whole lifecycle.
Hint 2: Key terms Review data minimization and anonymization.
Data minimizationLimiting collection and use to data necessary for a defined purpose.
AnonymizationTransforming data so individuals cannot reasonably be re-identified.
MaskingHiding or replacing sensitive values while preserving approved structure.
RetentionThe period and conditions under which data remains stored and available. × Incorrect Extract only needed fields, mask or tokenize identifiers, and manage retention, access, reuse, deletion, and sharing by purpose.
Detailed explanation A Incorrect Keep every conversation forever for possible future use
Purpose-limited retention is lost.
B Incorrect Let anyone read logs containing personal data
Unnecessary exposure results.
C Correct Extract only required fields and mask, tokenize, or anonymize identifiers
Less personal data reaches the model.
D Correct Manage retention, access, reuse, deletion, and sharing by purpose
The data lifecycle is controlled.
Check official documentation Compare the following points with the official documentation.
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。
Official references Official documentation 1 Official documentation 2 What to confirm 目的に不要な個人情報をAI処理・ログ・保存から減らせる。
Key points Minimization Anonymization Retention 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 Data minimization Limiting collection and use to data necessary for a defined purpose.
Anonymization Transforming data so individuals cannot reasonably be re-identified.
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