Home / AWS Certified AI Practitioner (AIF-C01) / 2 Practice / AWS-AIF-240
Generate answers about internal policies.
Do not assert invented clauses or URLs.
Choose two mitigations.
Hint 1: Focus on the requirement Prefer approved evidence and a safe uncertainty path over confident unsupported generation, and verify citations before showing them.
Hint 2: Key terms Review hallucinations and grounding.
HallucinationA generated statement that is unsupported or factually incorrect but may sound plausible.
GroundingConstraining or supporting an output with information from a verifiable source.
CitationA reference that lets a reader inspect the source supporting a claim.
AbstentionDeclining to provide a definitive answer when evidence or confidence is insufficient. × Incorrect Ground answers in approved sources, cite them, evaluate factuality, and defer or route to humans when evidence is insufficient.
Detailed explanation A Incorrect Only tell the model to sound confident
Fluency does not prove facts.
B Incorrect Show a fabricated citation if its format looks correct
Users cannot verify it and are misled.
C Correct Retrieve approved documents, cite evidence, and defer when evidence is insufficient
Generation is grounded in verifiable data.
D Correct Run factuality and citation checks and provide human review for low confidence
Errors can be detected and safely handled.
Check official documentation Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 2.3とAmazon Bedrock Knowledge Basesのグラウンディングを確認する。
Official references Official documentation 1 Official documentation 2 What to confirm 流暢な生成と根拠に基づく回答を区別し、保留条件を設計できる。
Key points Hallucination Grounding Citation 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 Hallucination A generated statement that is unsupported or factually incorrect but may sound plausible.
Grounding Constraining or supporting an output with information from a verifiable source.
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