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NEW QUESTION # 25
What are the applications of generative Al that go beyond traditional chatbot applications? Note: There are 2 correct answers to this question.
- A. To interpret human instructions and control software systems always producing output for human consumption.
- B. To follow a specific schema - human input, Al processing, and output for human consumption.
- C. To interpret human instructions and control software systems without necessarily producing output for human consumption.
- D. To produce outputs based on software input.
Answer: A,C
NEW QUESTION # 26
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 retrieved content is combined with the LLM's capabilities to generate a response.
- D. The LLM directly ans wers the user's question without accessing external information.
Answer: B,C
NEW QUESTION # 27
How does SAP ensure the enterprise-readiness of its Al solutions?
- A. By using generic Al models without business context complying with Al ethics standards
- B. By implementing rigorous product standards for Al capabilities
- C. By ensuring that Al models make bias-free decisions without human input
Answer: B
NEW QUESTION # 28
Which neural network architecture is primarily used by LLMs?
- A. Convolutional Neural Networks (CNNs)
- B. Transformer architecture with self-attention mechanisms
- C. Recurrent neural network architecture
- D. Sequential encoder-decoder architecture
Answer: B
NEW QUESTION # 29
What are the benefits of SAP's generative Al hub?
Note: There are 2 correct answers to this question.
- A. Send your data to various LLM providers for training feedback
- B. Build custom Al solutions and extend SAP applications
- C. Provide libraries for no-code development
- D. Accelerate Al development with flexible access to a broad range of models
Answer: B,D
NEW QUESTION # 30
Which of the following statements accurately describe the RAG process?
Note: There are 2 correct answers to this question.
- A. The user's question is used to search a knowledge base or a set of documents.
- B. The LLM directly answers the user's question without accessing external information.
- C. The embedding model stores the generated answers for future reference.
- D. The retrieved content is combined with the LLM's capabilities to generate a response.
Answer: A,D
NEW QUESTION # 31
Which of the following are functionalities provided by the generative-Al-hub-SDK ? Note: There are 2 correct answers to this question.
- A. Configure SAP BTP credentials
- B. Create chat responses and embeddings
- C. Customize SAP AI Launchpad
- D. Interact with LLMs
Answer: B,D
NEW QUESTION # 32
What are some use cases for fine-tuning of a model? Note: There are 2 correct answers to this question.
- A. To sanitize model outputs
- B. To quickly create iterations on a new use case
- C. To introduce new knowledge to a model in a resource-efficient way
- D. To customize outputs for specific types of inputs
Answer: C,D
NEW QUESTION # 33
Which of the following is a principle of effective prompt engineering?
- A. Use precise language and providing detailed context in prompts.
- B. Write vague and open-ended instructions to encourage creativity.
- C. Keep prompts as short as possible to avoid confusion.
- D. Combine multiple complex tasks into a single prompt.
Answer: A
NEW QUESTION # 34
What are some metrics to evaluate the effectiveness of a Retrieval Augmented Generation system?
Note: There are 2 correct answers to this question.
- A. Relevance
- B. Speed
- C. Faithfulness
- D. Carbon footprint
Answer: A,C
NEW QUESTION # 35
What are some examples of generative Al technologies? Note: There are 2 correct answers to this question.
- A. Foundation models
- B. Robotic process automation
- C. Al models that generate new content based on training data
- D. Rule-based algorithms
Answer: A,C
NEW QUESTION # 36
What are some drivers for the rapid adoption of generative AI?
Note: There are 2 correct answers to this question.
- A. Availability of skilled developers
- B. Wide availability
- C. Significant hardware cost savings
- D. Ease of use
Answer: B,D
NEW QUESTION # 37
Which of the following is unique about SAP's approach to Al?
- A. Offering Al capabilities in their future products as of 2025.
- B. Utilizing Al mainly for marketing purposes.
- C. Focusing Al solely on customer support services.
- D. SAP's deep integration of Al with business processes and analytics.
Answer: D
NEW QUESTION # 38
What advantage can you gain by leveraging different models from multiple providers through the SAP's generative Al hub?
- A. Train new models using SAP and non-SAP data
- B. Get more training data for new models
- 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 # 39
Which technique is used to supply domain-specific knowledge to an LLM?
- A. Retrieval-Augmented Generation
- B. Prompt template expansion
- C. Domain-adaptation training
- D. Fine-tuning the model on general data
Answer: C
NEW QUESTION # 40
Which of the following is a benefit of using Retrieval Augmented Generation?
- A. It allows LLMs to access and utilize information beyond their initial training data.
- B. It enables LLMs to learn new languages without additional training.
- C. It reduces the computational resources required for language modeling.
- D. It eliminates the need for fine-tuning LLMs for specific tasks.
Answer: A
NEW QUESTION # 41
How can Joule improve workforce productivity? Note: There are 2 correct answers to this question.
- A. By maintaining strict adherence to data privacy regulations.
- B. By resolving hardware malfunctions.
- C. By providing context-based role-specific task assistance.
- D. By offering generic task recommendations unrelated to specific roles.
Answer: A,C
NEW QUESTION # 42
What is Machine Learning (ML)?
- A. A statistical method for data processing that does not involve any Al techniques.
- B. A form of Al that only focuses on creating new content, including text, images, sound, and videos.
- C. A technology that equips machines with human-like capabilities such as problem-solving, visual perception, and decision-making.
- D. A subset of Al that focuses on enabling computer systems to learn and improve from experience or data.
Answer: A,B,C
NEW QUESTION # 43
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
Answer: A,D
NEW QUESTION # 44
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 # 45
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 streamline LLM workflows
- C. To improve the quality of results
- D. To eliminate the need for human oversight
Answer: B,C
NEW QUESTION # 46
Which of the following steps must be performed to deploy LLMs in the generative Al hub?
- A. Run the booster
- B. Provision SAP AI
- C. Check for foundation model scenario
- D. Provision SAP AI Core
Answer: D
NEW QUESTION # 47
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. Proprietary LLMs exclusively
- C. Tools for prompt engineering and experimentation
- D. Code generation to extend SAP BTP applications
Answer: C,D
NEW QUESTION # 48
How does the Al API support SAP AI scenarios? Note: There are 2 correct answers to this question.
- A. By managing Kubernetes clusters automatically
- B. By integrating Al services into business applications
- C. By providing a unified framework for operating Al services
- D. By integrating Al models into third-party platforms like AWS
Answer: B,C
NEW QUESTION # 49
What are some features of Joule?
Note: There are 3 correct answers to this question.
- A. Streamlining tasks with an Al assistant that knows your unique role.
- B. Providing coding assistance and content generation.
- C. Maintaining data privacy while offering generative Al capabilities.
- D. Downloading and processing data.
- E. Generating standalone applications.
Answer: A,B,C
NEW QUESTION # 50
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