Ask a model about current prices and policies.
Do not rely only on pretraining.
Choose two methods.
Use an approved source to retrieve current information, and show update time, version, and citation or defer when evidence is unavailable.
Detailed explanation
The model can use current data even when pretraining is older.
The model can use current data even when pretraining is older.
Stale knowledge is not presented as certain.
Stale knowledge is not presented as certain.
Training and update schedules differ.
Training and update schedules differ.
Incorrect information becomes persistent.
Incorrect information becomes persistent.
Try it yourself
An example you can run in a temporary verification environment.
AWS公式AIF-C01 Domain 2.1・2.2の基盤モデルの限界、RAG、知識更新を確認する。Expected result
事前学習知識と最新データ参照を使い分けられる。Key points
- Knowledge cutoff
- Fresh data
- 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
- 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.