2.3Standard
A classifier's output format varies.
Add a few examples.
Choose two practices.
× Incorrect
Use accurate, representative, boundary, and prohibited examples, and test order, count, distribution, memorization, bias, and token cost.
Detailed explanation
IncorrectPut secrets or raw customer data into examples
Leakage and reuse risk increase.
IncorrectOne success example generalizes to every input
Coverage is insufficient.
CorrectVary order, count, and distribution and measure bias, memorization, and cost
Example side effects are tested.
CorrectUse representative, accurate examples including boundaries and prohibited formats
Expected behavior is concrete.
Check official documentation
Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 2.3のfew-shotプロンプト、例示、トークン管理を確認する。
Official references
What to confirm
少数例の選び方と、例による偏り・暗記・費用を評価できる。
Key points
- Few-shot
- Boundary
- Representativeness
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
Few-shot prompting
Guiding a model with a small number of input and output examples.
Boundary example
A case near a decision, format, or policy boundary.
Question IDAWS-AIF-458
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
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