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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q61-Q66):

NEW QUESTION # 61
What are some SAP recommendations to evaluate pricing and rate information of model usage within SAP's generative Al hub?
Note: There are 2 correct answers to this question.

A. Weigh the cost of using advanced models against the expected return on investment
B. Adopt best practice pricing strategies, such as outcome-based pricing
C. Avoid subscription-based pricing models
D. Use pricing models that have fixed rates irrespective of the usage patterns

Answer: A,B

NEW QUESTION # 62
What are some features of Joule?
Note: There are 3 correct answers to this question.

A. Maintaining data privacy while offering generative Al capabilities.
B. Providing coding assistance and content generation.
C. Streamlining tasks with an Al assistant that knows your unique role.
D. Downloading and processing data.
E. Generating standalone applications.

Answer: A,B,C

Explanation:
B: Providing coding assistance and content generation:
* Coding:Joule can help developers write code faster and with fewer errors. Imagine you need to create a simple report in ABAP (SAP's programming language). Instead of remembering the exact syntax and functions, you could describe what you need to Joule in plain English. It could then generate the code snippet, saving you time and reducing the chance of mistakes. This applies to other coding languages too, not just those within the SAP ecosystem.
* Content generation:Joule can create different kinds of content, such as:
* Emails:Need to send a quick update to your team? Tell Joule what information to include, and it can draft the email for you.
* Reports:Joule can analyze data and generate summaries or reports based on your requirements.
* Presentations:Need to create a slide deck? Joule can help you structure it and even suggest relevant content.
* Translations:Joule can translate text between multiple languages, making it easier to collaborate with colleagues around the world.
C: Maintaining data privacy while offering generative AI capabilities:
* Data security is paramount:SAP understands that businesses deal with sensitive data. Joule is built with strong security measures to protect this information. This includes things like encryption and access controls to ensure that only authorized users can see sensitive data.
* Privacy-preserving AI:Joule uses techniques like differential privacy to ensure that AI models don't inadvertently reveal private information while still providing valuable insights. This means that even if Joule learns from your company's data, it won't be possible to reconstruct that data or identify individuals from the AI's output.
D: Streamlining tasks with an AI assistant that knows your unique role:
* Personalized experience:Joule learns about your job title, department, and the tasks you typically perform. This allows it to provide more relevant and helpful suggestions.
* Contextual awareness:Joule understands the context of your work. For example, if you're a financial analyst, Joule will prioritize providing assistance related to finance tasks and data.
* Proactive help:Joule doesn't just wait for you to ask questions. It can anticipate your needs and proactively offer help. For instance, if you're working on a sales forecast, Joule might suggest relevant data sources or provide insights from previous forecasts.
In essence, Joule aims to be a powerful AI assistant that makes your work life easier and more efficient while keeping your data safe and respecting your privacy.

NEW QUESTION # 63
What are the applications of generative Al that go beyond traditional chatbot applications? Note: There are 2 correct answers to this question.

A. To follow a specific schema - human input, Al processing, and output for human consumption.
B. To interpret human instructions and control software systems without necessarily producing output for human consumption.
C. To produce outputs based on software input.
D. To interpret human instructions and control software systems always producing output for human consumption.

Answer: B,D

NEW QUESTION # 64
Which of the following statements accurately describe the RAG process? Note: There are 2 correct ans-wers to this question.

A. The LLM directly ans wers the user's question without accessing external information.
B. The embedding model stores the generated ans wers for future reference.
C. The retrieved content is combined with the LLM's capabilities to generate a response.
D. The user's questi on is used to search a knowledge base or a set of documents.

Answer: C,D

NEW QUESTION # 65
What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.

A. Centralized Al lifecycle management for all Al scenarios.
B. Direct deployment of Al models to SAP HAN
C. Integration with non-SAP platforms like Azure and AWS.
D. Simplified model retraining and performance improvement.

Answer: A,D

NEW QUESTION # 66
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