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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q34-Q39):

NEW QUESTION # 34
What are some benefits of using an SDK for evaluating prompts within the context of generative Al? Note: There are 3 correct answers to this question.

A. Creating custom evaluators that meet specific business needs
B. Supporting low code evaluations using graphical user interface
C. Maintaining data privacy by using data masking techniques
D. Automating prompt testing across various scenarios
E. Providing metrics to quantitatively assess response quality

Answer: A,D,E

NEW QUESTION # 35
Which of the following capabilities does the generative Al hub provide to developers? Note: There are 2 correct answers to this question.

A. Integration of foundation models into applications
B. Tools for prompt engineering and experimentation
C. Proprietary LLMs exclusively
D. Code generation to extend SAP BTP applications

Answer: B,D

NEW QUESTION # 36
What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.

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

Answer: B,D

NEW QUESTION # 37
What are some components of the training pipeline in SAP AI Core?
Note: There are 2 correct answers to this question.

A. Executables that define the training process
B. The SAP HANA database for model storage
C. Input datasets stored in a hyperscaler object store
D. Automated deployment to Kubernetes clusters

Answer: A,C

NEW QUESTION # 38
Which of the following are grounding principles included in SAP's AI Ethics framework? Note: There are 3 correct answers to this question.

A. Maximize business profits
B. Transparency and explainability
C. Avoid bias and discrimination
D. Store all user data for legal proceedings
E. Human agency and oversight

Answer: B,C,E

Explanation:
SAP's AI Ethics framework is built upon several grounding principles to ensure responsible AI development and deployment:
1. Transparency and Explainability:
* Definition:Ensuring that AI systems are understandable and their decision-making processes can be clearly explained to stakeholders.
* Implementation:SAP commits to making AI systems transparent, providing clearinformation about how decisions are made to build trust and facilitate accountability.
2. Human Agency and Oversight:
* Definition:Maintaining human control over AI systems, ensuring that humans can intervene or oversee AI operations as necessary.
* Implementation:SAP emphasizes the importance of human oversight in AI applications, ensuring that AI augments human decision-making rather than replacing it.
3. Avoid Bias and Discrimination:
* Definition:Preventing AI systems from perpetuating or amplifying biases, ensuring fair and equitable treatment for all users.
* Implementation:SAP strives to develop AI systems that are free from bias, implementing measures to detect and mitigate discriminatory outcomes.

NEW QUESTION # 39
......

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