SAP C-AIG-2412 Actual Free Exam Questions & Community Discussion

Exam Code/Number: C-AIG-2412
Exam Name/Title: SAP Certified Associate - SAP Generative AI Developer
Certification Provider: SAP
Corresponding Certification: SAP Certified Associate

Exam Questions: 66
Updated On: May 30, 2026

Question #15

Which of the following executables in generative Al hub works with Anthropic models?

A. GCP Vertex Al

B. Azure OpenAl Service

C. SAP AI Core

D. AWS Bedrock

Discussion 0

Correct Answer: D Vote an answer

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Question #16

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

A. The embedding model stores the generated ans wers for future reference.

B. The user's questi on is used to search a knowledge base or a set of documents.

C. The LLM directly ans wers the user's question without accessing external information.

D. The retrieved content is combined with the LLM's capabilities to generate a response.

Discussion 0

Correct Answer: B,D Vote an answer

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Question #17

What are some characteristics of the SAP generative Al hub? Note: There are 2 correct answers to this question.

A. It ensures relevant, reliable, and responsible business Al.

B. It operates independently of SAP's partners and ecosystem.

C. It provides instant access to a wide range of large language models (LLMs).

D. It only supports traditional machine learning models.

Discussion 0

Correct Answer: A,C Vote an answer

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Question #18

How do resource groups in SAP AI Core improve the management of machine learning workloads? Note:
There are 2 correct answers to this question.

A. They provide isolation for datasets and Al artifacts.

B. They enhance pipeline execution speeds through workload distribution.

C. They ensure workload separation for different tenants or departments.

D. They enable simultaneous orchestration of Kubernetes clusters.

Discussion 0

Correct Answer: A,C Vote an answer

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Question #19

What is the goal of prompt engineering?

A. To develop new neural network architectures for Al models

B. To craft inputs that guide Al systems in generating desired outputs

C. To replace human decision-making with automated processes

D. To optimize hardware performance for Al computations

Discussion 0

Correct Answer: B Vote an answer

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Question #20

What are some metrics to evaluate the effectiveness of a Retrieval Augmented Generation system? Note:
There are 2 correct answers to this question.

A. Faithfulness

B. Carbon footprint

C. Relevance

D. Speed

Discussion 0

Correct Answer: A,C Vote an answer

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Question #21

Which of the following are features of the SAP AI Foundation? Note: There are 2 correct answers to this question.

A. Al runtimes and lifecycle management

B. Joule integration in SAP SuccessFactors

C. Open source Al model repository

D. Ready-to-use Al services

Discussion 0

Correct Answer: A,D Vote an answer

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