Classify support requests as billing, delivery, or other.
Make label boundaries consistent.
Choose two appropriate practices.
Few-shot examples should show representative labels and difficult boundary cases; authorization must remain outside the prompt.
Detailed explanation
Difficult examples test whether the prompt works in practice.
The model cannot infer a stable rule.
Authorization belongs in a trusted control layer.
Examples make the task boundary and output format concrete.
Check official documentation
Compare the following points with the official documentation.
AWS公式AIF-C01ガイドDomain 2.3の少数例プロンプトと入力設計を確認する。
Official references
What to confirm
例示の目的と、例だけで安全性や認可を保証できない点を説明できる。
Key points
- Examples
- Boundary cases
- Authorization separation
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
Providing a small set of input and expected-output examples to illustrate a task.
Boundary case
An input whose characteristics sit near or overlap multiple classes and is difficult to label.