Task 1.1: Analyze Requirements and Design GenAI Solutions. AIP-C01 Practice Questions (Page 1)

Questions 1–5

1. 1expert · hard

   A company is building a multilingual customer support chatbot. The solution must support 10 languages with high accuracy. The team has found that a single large multilingual model meets accuracy requirements but is expensive and has high latency. They are considering using a smaller model with a translation step. What is the most important trade-off to evaluate?

   • AThe cost of the translation service versus the cost of the larger model.
   • BThe latency of the translation step versus the latency of the larger model.
   • CThe accuracy of the translated responses compared to the native multilingual model.
   • DThe complexity of integrating a translation service versus using a single model.
   Reveal Solution Discussion Select an answer first
2. 2foundation · easy

   When using the AWS Well-Architected Tool with the Generative AI Lens, what is the expected outcome of the review process?

   • AGeneration of a complete codebase for the application
   • BGuaranteed elimination of all security risks
   • CIdentification of improvement opportunities and best practices for the GenAI architecture
   • DAutomatic deployment of the architecture to production
   Reveal Solution Discussion Select an answer first
4. 3expert · hard

   A company has completed a POC for a GenAI-powered customer support assistant. The POC showed that the assistant resolves 70% of queries correctly, which meets the success criteria. However, the estimated cost per resolved query is 20% higher than the budget allows. What should the team do next?

   • AProceed with full-scale deployment because the accuracy target was met.
   • BIncrease the budget for the full-scale deployment to accommodate the higher cost.
   • CReject the POC and abandon the project because the cost target was not met.
   • DAnalyze the cost drivers and explore options such as using a smaller model, optimizing prompts, or implementing caching to reduce cost per query.
   Reveal Solution Discussion Select an answer first
5. 4application · medium

   A large enterprise is deploying multiple GenAI applications across different business units. Each application uses similar prompts for tasks like summarization and entity extraction. The company wants to ensure consistency and reduce development time. What should the team do?

   • AStore all prompts in a shared Amazon S3 bucket without any versioning or governance.
   • BAllow each business unit to develop and manage its own prompts independently.
   • CCreate a centralized prompt library with versioned, reusable prompt templates.
   • DUse a single, generic prompt for all applications to ensure uniformity.
   Reveal Solution Discussion Select an answer first
6. 5foundation · easy

   What is the primary benefit of designing standardized, reusable components for generative AI solutions?

   • ARemoving the need for security reviews
   • BGuaranteeing the model will never produce errors
   • CEliminating the need for testing
   • DEnsuring consistency across multiple deployments
   Reveal Solution Discussion Select an answer first