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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q57-Q62):

NEW QUESTION # 57
What are some advantages of using agents in training models? Note: There are 2 correct answers to this question.

A. To guarantee accurate decision making in complex scenarios
B. To eliminate the need for human oversight
C. To streamline LLM workflows
D. To improve the quality of results

Answer: C,D

NEW QUESTION # 58
Which of the following are grounding principles included in SAP's AI Ethics framework? Note: There are 3 correct answers to this question.

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

Answer: A,D,E

NEW QUESTION # 59
What contract type does SAP offer for Al ecosystem partner solutions?

A. Annual subscription-only contracts
B. Bring Your Own License (BYOL) for embedded partner solutions
C. All-in-one contracts, with services that are contracted through SAP
D. Pay-as-you-go for each partner service

Answer: C

Explanation:
SAP collaborates with a wide ecosystem of partners, including leading general-purpose AI vendors, to provide tailored solutions to its customers. Through the SAP Store, customers have access to numerous partner applications and a variety of tools, allowing them to choose solutions that best fit their requirements.
Contractual Approach:
* All-in-One Contracts:SAP offers all-in-one contracts for AI ecosystem partner solutions, where services are white-labeled and contracted directly through SAP. This approach simplifies the procurement process for customers, as they engage with SAP as the single point of contact for both SAP and partner services.
* Exclusion of Bring Your Own License (BYOL) Model:SAP does not adopt a "bring your own license" model for these embedded partner solutions. Instead, all services are integrated and provided under unified contracts managed by SAP.
Benefits of This Contractual Model:
* Simplified Procurement:Customers benefit from a streamlined purchasing process, dealing with a single contract and point of contact for multiple services.
* Integrated Solutions:The all-in-one contract ensures that partner solutions are seamlessly integrated with SAP's offerings, providing a cohesive experience.
* Assured Compliance and Support:By contracting through SAP, customers can be confident in the compliance, security, and support standards upheld across all services.

NEW QUESTION # 60
What are some functionalities provided by SAP Al Core? Note: There are 3 correct answers to this question.

A. Management of SAP S/4HANA cloud infrastructure
B. Continuous delivery and tenant isolation for scalability
C. Monitoring and retraining models in SAP Al Core
D. Integration of Al services with business applications using a standardized API
E. Orchestration of Al workflows such as model training and inference

Answer: B,D,E

Explanation:
You're asking about the key functionalities of SAP AI Core. Here's a breakdown of the correct answers:
* A. Integration of AI services with business applications using a standardized API:SAP AI Core provides a standardized way to connect AI models and services to your existing business applications.
This means you can easily integrate AI capabilities into your core business processes, regardless of the specific AI technology you're using. This is done through APIs (Application Programming Interfaces), which allow different software systems to communicate with each other.
* B. Continuous delivery and tenant isolation for scalability:
* Continuous delivery:AI Core supports continuous delivery, which means you can quickly and easily deploy and update your AI models. This allows you to adapt to changing business needs and keep your AI solutions up-to-date.
* Tenant isolation:AI Core provides tenant isolation, which is important for security and scalability. This means that different users or departments within your organization can have their own separate AI environments, preventing interference and ensuring data privacy.
* C. Orchestration of AI workflows such as model training and inference:AI Core helps you manage the entire lifecycle of your AI models, including:
* Training:Automating the process of training your AI models on large datasets.
* Inference:Deploying your trained models and using them to make predictions or generate insights.
* Monitoring:Tracking the performance of your AI models over time.
Why the other options are incorrect:
* D. Management of SAP S/4HANA cloud infrastructure:While AI Core can be used with S/4HANA, it's not specifically designed to manage the cloud infrastructure of S/4HANA. That's handled by other SAP services.
* E. Monitoring and retraining models in SAP AI Core:While AI Core supports monitoring, the retraining of models is typically done using other tools and services within the SAP AI ecosystem.

NEW QUESTION # 61
What is a part of LLM context optimization?

A. Enhancing the computational speed of the model
B. Providing the model with domain-specific knowledge needed to solve a problem
C. Adjusting the model's output format and style
D. Reducing the model's size to improve efficiency

Answer: B

NEW QUESTION # 62
......

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