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
CorrectUse representative, accurate examples including boundaries and prohibited formats
Expected behavior is concrete.
Expected behavior is concrete.
CorrectVary order, count, and distribution and measure bias, memorization, and cost
Example side effects are tested.
Example side effects are tested.
IncorrectOne success example generalizes to every input
Coverage is insufficient.
Coverage is insufficient.
IncorrectPut secrets or raw customer data into examples
Leakage and reuse risk increase.
Leakage and reuse risk increase.
Try it yourself
An example you can run in a temporary verification environment.
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。Expected result
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
- Command output formatting can vary slightly by distribution or tool version.
- Run the example in a temporary directory or process when possible.
Foundation review
Read the scope first
Check whether the command acts on the current shell, a new process, an existing process, or a file.
Verify the observable result
Use the supplied command and compare the output with the expected result.
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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