Home / AWS Certified AI Practitioner (AIF-C01) / 3 Practice / AWS-AIF-340
Generative usage increases every month.
Protect the budget without losing quality.
Choose two practices.
Hint 1: Focus on the requirement Attribute calls to models and callers, then combine budgets, rate limits, and safe fallbacks without sacrificing required quality.
Hint 2: Key terms Review AI cost allocation and fallbacks.
Cost allocationAssigning usage and expense to a user, team, feature, or workload.
Token costThe charge associated with processing input and output tokens.
Budget alertA notification triggered when spending or usage approaches a configured limit.
FallbackAn alternate model or process used when capacity, cost, or service conditions require it. × Incorrect Attribute tokens, retries, caching, users, and use cases to cost, and use budgets, limits, and fallbacks to control spikes.
Detailed explanation A Correct Attribute input and output tokens, retries, cache use, users, and use cases
Cost drivers can be separated.
B Incorrect Watch unit price but ignore total usage
Total cost growth is hidden.
C Correct Set budget alarms, rate limits, upper bounds, and quality-tested low-cost fallbacks
Spikes are controlled without blind degradation.
D Incorrect Always switch to the cheapest model without quality checks
User impact is unmanaged.
Check official documentation Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 3.3のコスト監視、運用、モデル選択を確認する。
Official references Official documentation 1 Official documentation 2 What to confirm AI費用の要因を可視化し、予算と品質を両立した制御を設定できる。
Key points 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 Cost allocation Assigning usage and expense to a user, team, feature, or workload.
Token cost The charge associated with processing input and output tokens.
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