A review model shows reasons for its decision.
The explanation must match what the model actually supports.
Choose two practices.
Fit the explanation method to the audience and model, validate its usefulness, and state that it may not establish causal or complete reasoning.
Detailed explanation
The explanation method is fit for purpose.
The explanation method is fit for purpose.
Overconfidence is reduced.
Overconfidence is reduced.
Post-hoc explanations can differ from computation.
Post-hoc explanations can differ from computation.
Other controls remain necessary.
Other controls remain necessary.
Try it yourself
An example you can run in a temporary verification environment.
AWS公式AIF-C01 Domain 4.1の説明可能性、透明性、モデル限界を確認する。Expected result
説明の有用性と限界を分け、誤解を招く説明を避けられる。Key points
- Explainability
- Causality
- Limit
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.