[Mar 06, 2025] TestkingPDF C_AIG_2412 Exam Practice Test Questions (Updated 62 Questions) [Q30-Q45]

[Mar 06, 2025] TestkingPDF C_AIG_2412 Exam Practice Test Questions (Updated 62 Questions)

Pass SAP C_AIG_2412 Exam Info and Free Practice Test

SAP C_AIG_2412 Exam Syllabus Topics:

Topic	Details
Topic 1	SAP's Generative AI Hub: This section of the exam measures the skills of technology strategists and covers the functionalities provided by SAP's Generative AI Hub. It emphasizes how organizations can use generative AI to create new content and automate complex tasks. A vital skill evaluated is applying generative AI techniques to enhance business processes and customer experiences.
Topic 2	Large Language Models (LLMs): This section of the exam measures the skills of AI Developers and covers the evolution of large language models, distinguishing them from traditional IT operations analytics. It also explores the current stages of AIOps systems and their implications for organizations. A key skill assessed is understanding the foundational concepts behind LLMs and their applications in various contexts.
Topic 3	SAP AI Core: This section of the exam measures the skills of SAP developers and covers the core components of SAP's AI framework. It emphasizes how these components integrate with existing systems to enhance functionality and performance. Leveraging SAP AI Core to develop intelligent applications that meet business needs is a critical skill evaluated.
Topic 4	SAP Business AI: This section of the exam measures the skills of business analysts and covers the features and capabilities of SAP Business AI. It includes exploring how AI can automate processes, provide real-time insights, and enhance decision-making across various business functions.

 

NEW QUESTION # 30
What are some examples of generative Al technologies?
Note: There are 2 correct answers to this question.

• A. Rule-based algorithms
• B. Al models that generate new content based on training data
• C. Foundation models
• D. Robotic process automation

Answer: B,C

NEW QUESTION # 31
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 # 32
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 # 33
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 without necessarily producing output for human consumption.
• B. To produce outputs based on software input.
• C. To interpret human instructions and control software systems always producing output for human consumption.
• D. To follow a specific schema - human input, Al processing, and output for human consumption.

Answer: A,C

NEW QUESTION # 34
Which of the following techniques uses a prompt to generate or complete subsequent prompts (streamlining the prompt development process), and to effectively guide Al model responses?

• A. Few-shot prompting
• B. Meta prompting
• C. Chain-of-thought prompting
• D. One-shot prompting

Answer: B

NEW QUESTION # 35
What is the goal of prompt engineering?

• A. To replace human decision-making with automated processes
• B. To optimize hardware performance for Al computations
• C. To develop new neural network architectures for Al models
• D. To craft inputs that guide Al systems in generating desired outputs

Answer: D

NEW QUESTION # 36
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 improve the quality of results
• D. To streamline LLM workflows

Answer: C,D

NEW QUESTION # 37
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 replicate complex technical skills without training or quality control.
• B. It lowers barriers to adoption.
• C. It only requires natural language skills to use.
• D. It can run entire business operations without human intervention.

Answer: B,C

NEW QUESTION # 38
Which of the following sequence of steps does SAP recommend you use to solve a business problem using generative Al hub?

• A. Create a basic prompt in SAP AI Launchpad
  * Enhance the prompts
  * Create a baseline evaluation method for the simple prompt
  * Evaluate various models for the problem using generative-ai-hub-sdk
  * Scale the solution using generative-ai-hub-sdk
• B. Create a basic prompt in SAP AI Launchpad
  * Scale the solution using generative-ai-hub-sdk
  * Create a baseline evaluation method for the simple prompt
  * Enhance the prompts
  * Evaluate various models for the problem using generative-ai-hub-sdk
• C. Create a basic prompt in SAP AI Launchpad
  * Evaluate various models for the problem using generative-ai-hub-sdk
  * Scale the solution using generative-ai-hub-sdk
  * Create a baseline evaluation method for the simple prompt
  * Enhance the prompts.

Answer: A

NEW QUESTION # 39
How does SAP deal with vulnerability risks created by generative Al?
Note: There are 2 correct answers to this question.

• A. By relying on external vendors to manage security threats.
• B. By focusing on technological advancement only.
• C. By implementing responsible Al use guidelines and strong product security standards.
• D. By identifying human, technical, and exfiltration risks through an Al Security Taskforce.

Answer: C,D

NEW QUESTION # 40
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. Accelerate Al development with flexible access to a broad range of models
• D. Provide libraries for no-code development

Answer: B,C

NEW QUESTION # 41
What capabilities does the Exploration and Development feature of the generative Al hub provide? Note: There are 2 correct answers to this question.

• A. Automatic model selection
• B. Develop and debug ABAP code
• C. Al playground and chat
• D. Prompt editor and management

Answer: C,D

NEW QUESTION # 42
You want to download a json output for a prompt and the response.
Which of the following interfaces can you use in SAP's generative Al hub in SAP AI Launchpad?

• A. Chat
• B. Administration
• C. Prompt management
• D. Prompt Editor

Answer: C

NEW QUESTION # 43
You want to extract useful information from customer emails to augment existing applications in your company.
How can you use generative-ai-hub-sdk in this context?

• A. Train custom models based on the mail data.
• B. Generate random email content and send them to customers.
• C. Generate a new SAP application based on the mail data.
• D. Generate JSON strings based on extracted information.

Answer: D

NEW QUESTION # 44
Which neural network architecture is primarily used by LLMs?

• A. Convolutional Neural Networks (CNNs)
• B. Sequential encoder-decoder architecture
• C. Transformer architecture with self-attention mechanisms
• D. Recurrent neural network architecture

Answer: C

NEW QUESTION # 45
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