SAP Certified Associate – SAP Generative AI Developer Exam C_AIG_2412 Exam Dumps 2026

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Page: 1 / 13
Total Questions: 65

Questions & Answers PDF

• Question 1

  

  How does SAP ensure the enterprise-readiness of its Al solutions?

  • By implementing rigorous product standards for Al capabilities
  • By ensuring that Al models make bias-free decisions without human input
  • By using generic Al models without business context complying with Al ethics standards

  Reveal Answer Answer: A Next Question

• Question 2

  

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

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

  Reveal Answer Answer: A, ,B Next Question

• Question 3

  

  You want to use the orchestration service through SAP's generative-Al-hub-sdk. What does the following code do?from gen_ai_hub.orchestration.models.11m import LLM 11m =LLM(name="gpt-40", version="latest", parameters={"max_tokens": 256, "temperature": 0.2})

  • Define the LLM
  • Run the Orchestration Request
  • Create the Orchestration Configuration
  • Define the Template and Default Input Values

  Reveal Answer Answer: A Next Question

• Question 4

  

  What are some benefits of SAP Business Al? Note: There are 3 correct answers to this question.

  • Intelligent business document processing
  • Face detection and face recognition
  • Automatic human emotion recognition
  • Al-powered forecasting and predictions
  • Personalized recommendations based on Al algorithms

  Reveal Answer Answer: A, ,D, ,E Next Question

• Question 5

  

  What does the Prompt Management feature of the SAP AI launchpad allow users to do?

  • Create and edit prompts
  • Provide personalized user interactions
  • Interact with models through a conversational interface
  • Access and manage saved prompts and their versions

  Reveal Answer Answer: A, ,D Next Question

• Question 6

  

  Which of the following are functionalities provided by the generative-Al-hub-SDK ? Note: There are 2 correct answers to this question.

  • Interact with LLMs
  • Configure SAP BTP credentials
  • Customize SAP AI Launchpad
  • Create chat responses and embeddings

  Reveal Answer Answer: A, ,D Next Question

• Question 7

  

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

  • The user's questi on is used to search a knowledge base or a set of documents.
  • The embedding model stores the generated ans wers for future reference.
  • The retrieved content is combined with the LLM's capabilities to generate a response.
  • The LLM directly ans wers the user's question without accessing external information.

  Reveal Answer Answer: A, ,C Next Question

• Question 8

  

  How does the Al API support SAP AI scenarios? Note: There are 2 correct answers to this question.

  • By integrating Al services into business applications
  • By providing a unified framework for operating Al services
  • By integrating Al models into third-party platforms like AWS
  • By managing Kubernetes clusters automatically

  Reveal Answer Answer: A, ,B Next Question

• Question 9

  

  What are some use cases for fine-tuning of a model? Note: There are 2 correct answers to this question.

  • To introduce new knowledge to a model in a resource-efficient way
  • To quickly create iterations on a new use case
  • To sanitize model outputs
  • To customize outputs for specific types of inputs

  Reveal Answer Answer: A, ,D Next Question

• Question 10

  

  What does SAP recommend you do before you start training a machine learning model in SAP AI Core? Note: There are 3 correct answers to this question.Configure the training pipeline using templates.Define the required infrastructure resources for training.Perform manual data integration with SAP HAN

  • Configure the model deployment in SAP Al Launchpad.
  • Register the input dataset in SAP AI Core.

  Reveal Answer Answer: A, ,B, ,E Next Question

Page: 1 / 13
Total Questions: 65

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