[Feb-2025] C_AIG_2412 Free Sample Questions to Practice One Year Update
Download C_AIG_2412 exam with SAP C_AIG_2412 Real Exam Questions
NEW QUESTION # 13
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. Open source Al model repository
- C. Joule integration in SAP SuccessFactors
- D. Ready-to-use Al services
Answer: A,D
NEW QUESTION # 14
What is the purpose of splitting documents into smaller overlapping chunks in a RAG system?
- A. To enable the matching of different relevant passages to user queries
- B. To reduce the storage space required for the vector database
- C. To improve the efficiency of encoding queries into vector representations
- D. To simplify the process of training the embedding model
Answer: A
NEW QUESTION # 15
Why is generative Al gaining significant attention and investment in the current business landscape?
Note: There are 2 correct answers to this question.
- A. It can run entire business operations without human intervention.
- B. It can replicate complex technical skills without training or quality control.
- C. It lowers barriers to adoption.
- D. It only requires natural language skills to use.
Answer: C,D
NEW QUESTION # 16
What advantage can you gain by leveraging different models from multiple providers through the SAP's generative Al hub?
- A. Get more training data for new models
- B. Train new models using SAP and non-SAP data
- C. Enhance the accuracy and relevance of Al applications that use SAP's data assets
- D. Design new product interfaces for SAP applications
Answer: C
NEW QUESTION # 17
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 enable simultaneous orchestration of Kubernetes clusters.
- B. They provide isolation for datasets and Al artifacts.
- C. They ensure workload separation for different tenants or departments.
- D. They enhance pipeline execution speeds through workload distribution.
Answer: B,C
NEW QUESTION # 18
Which of the following are grounding principles included in SAP's AI Ethics framework?
Note: There are 3 correct answers to this question.
- A. Human agency and oversight
- B. Avoid bias and discrimination
- C. Store all user data for legal proceedings
- D. Transparency and explainability
- E. Maximize business profits
Answer: A,B,D
NEW QUESTION # 19
Which technique is used to supply domain-specific knowledge to an LLM?
- A. Fine-tuning the model on general data
- B. Retrieval-Augmented Generation
- C. Domain-adaptation training
- D. Prompt template expansion
Answer: C
NEW QUESTION # 20
Why is generative Al gaining significant attention and investment in the current business landscape? Note: There are 2 correct answers to this question.
- A. It can run entire business operations without human intervention.
- B. It can replicate complex technical skills without training or quality control.
- C. It lowers barriers to adoption.
- D. It only requires natural language skills to use.
Answer: C,D
NEW QUESTION # 21
How can Joule improve workforce productivity? Note: There are 2 correct answers to this question.
- A. By offering generic task recommendations unrelated to specific roles.
- B. By providing context-based role-specific task assistance.
- C. By maintaining strict adherence to data privacy regulations.
- D. By resolving hardware malfunctions.
Answer: B,C
NEW QUESTION # 22
Match the components of a Retrieval Augmented Generation architecture to the diagram.
Answer:
Explanation:
NEW QUESTION # 23
What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.
- A. Simplified model retraining and performance improvement.
- B. Integration with non-SAP platforms like Azure and AWS.
- C. Centralized Al lifecycle management for all Al scenarios.
- D. Direct deployment of Al models to SAP HAN
Answer: A,C
NEW QUESTION # 24
What are some examples of generative Al technologies?
Note: There are 2 correct answers to this question.
- A. Al models that generate new content based on training data
- B. Robotic process automation
- C. Rule-based algorithms
- D. Foundation models
Answer: A,D
NEW QUESTION # 25
Which of the following is a principle of effective prompt engineering?
- A. Keep prompts as short as possible to avoid confusion.
- B. Combine multiple complex tasks into a single prompt.
- C. Use precise language and providing detailed context in prompts.
- D. Write vague and open-ended instructions to encourage creativity.
Answer: C
NEW QUESTION # 26
What can be done once the training of a machine learning model has been completed in SAP AI Core? Note: There are 2 correct answers to this question.
- A. The model can be registered in the hyperscaler object store.
- B. The model can be deployed for inferencing.
- C. The model's accuracy can be optimized directly in SAP HANA.
- D. The model can be deployed in SAP HAN
Answer: A,B
NEW QUESTION # 27
How can few-shot learning enhance LLM performance?
- A. By enhancing the model's computational efficiency
- B. By reducing overfitting through regularization techniques
- C. By providing a large training set to improve generalization
- D. By offering input-output pairs that exemplify the desired behavior
Answer: D
NEW QUESTION # 28
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