C_AIG_2412 Exam Questions
70 real C_AIG_2412 exam questions with expert-verified answers and explanations. Page 1 of 2.
- Question #1Deployment of Generative AI Solutions
Which of the following executables in generative Al hub works with Anthropic models?
generative AI hubAWS BedrockAnthropic modelsfoundation model access - Question #2Basics of Generative AI
What are the applications of generative Al that go beyond traditional chatbot applications? Note: There are 2 correct answers to this question.
generative AI applicationsagentic AIsoftware controlbeyond chatbots - Question #3Prompt Engineering
What are some benefits of using an SDK for evaluating prompts within the context of generative Al? Note: There are 3 correct answers to this question.
SDKprompt evaluationcustom evaluatorsautomated testing - Question #4Deployment of Generative AI Solutions
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?
SAP AI Launchpadprompt managementJSON exportgenerative AI hub - Question #5Deployment of Generative AI Solutions
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?
generative-ai-hub-sdkinformation extractionJSON outputapplication augmentation - Question #6Basics of Generative AI
What is the primary function of the generative Al hub in SAP's Al Foundation?
generative AI hubSAP AI Foundationfoundation modelsabstraction layer - Question #7Deployment of Generative AI Solutions
Where can you configure language models in generative Al hub?
generative AI hublanguage model configurationSAP AI LaunchpadML Operations - Question #8Deployment of Generative AI Solutions
Which of the following sequence of steps does SAP recommend you use to solve a business problem using generative Al hub?
generative AI hubproblem-solving workflowSAP AI Launchpadbest practices - Question #9Deployment of Generative AI Solutions
What capabilities does the Exploration and Development feature of the generative Al hub provide? Note: There are 2 correct answers to this question.
generative AI hubexploration featureprompt editorAI playground - Question #10Prompt Engineering
How can few-shot learning enhance LLM performance?
few-shot learningLLM performancein-context learninginput-output pairs - Question #11Prompt Engineering
Which statement best describes the Chain-of-Thought (COT) prompting technique?
chain-of-thoughtprompting techniquessequential promptsLLM reasoning - Question #12Large Language Models (LLMs)
What is a part of LLM context optimization?
context optimizationdomain-specific knowledgeLLM capabilitiesknowledge injection - Question #13Prompt Engineering
What is the goal of prompt engineering?
prompt engineeringAI output guidanceinput craftinggenerative AI - Question #14Retrieval Augmented Generation (RAG)
Which of the following statements accurately describe the RAG process? Note: There are 2 correct ans-wers to this question.
RAG processknowledge base retrievalLLM generationdocument search - Question #15Retrieval Augmented Generation (RAG)
What is the primary function of the embedding model in a RAG system?
embedding modelvector representationsRAGsemantic similarity - Question #16Prompt Engineering
Why would a user include formatting instructions within a prompt?
formatting instructionsoutput structureprompt designresponse style - Question #17Deployment of Generative AI Solutions
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.
SAP AI Coremodel deploymentinferencingmodel registration - Question #18Deployment of Generative AI Solutions
What are some components of the training pipeline in SAP AI Core? Note: There are 2 correct answers to this question.
SAP AI Coretraining pipelineinput datasetsexecutables - Question #19Deployment of Generative AI Solutions
How does the Al API support SAP AI scenarios? Note: There are 2 correct answers to this question.
AI APISAP AI integrationbusiness applicationsunified AI framework - Question #20Deployment of Generative AI Solutions
What must be defined in an executable to train a machine learning model using SAP AI Core? Note: There are 2 correct answers to this question.
SAP AI Coreexecutablespipeline containersinfrastructure resources - Question #21Deployment of Generative AI Solutions
What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.
SAP AI LaunchpadAI lifecycle managementmodel retrainingcentralized management - Question #22Deployment of Generative AI Solutions
How do resource groups in SAP AI Core improve the management of machine learning workloads? Note: There are 2 correct answers to this question.
SAP AI Coreresource groupstenant isolationworkload separation - Question #23Deployment of Generative AI Solutions
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.
SAP AI Coretraining pipelinedataset registrationinfrastructure configuration - Question #24Deployment of Generative AI Solutions
What are some functionalities provided by SAP Al Core? Note: There are 3 correct answers to this question.
SAP AI CoreAI workflow orchestrationstandardized APIcontinuous delivery - Question #25Deployment of Generative AI Solutions
Which of the following must you do before connecting to a dataset in order to train a machine learning model in SAP Al Core? Note: There are 2 correct answers to this question.
SAP AI Coredataset accesshyperscaler object storestorage secrets - Question #26Deployment of Generative AI Solutions
How can Kubernetes infrastructure enhance the functionality of SAP AI Core? There are 3 correct answers to this question.
KubernetesautoscalingGPU resource allocationfault tolerance - Question #27Deployment of Generative AI Solutions
Which of the following can you do after training a machine learning model in SAP AI Core? There are 2 correct answers to this question.
model evaluationperformance metricsbusiness requirements validationSAP AI Core - Question #28Ethical AI, Bias, and Responsible AI
A financial institution is deploying the SAP Generative AI Hub to generate personalized customer summaries. They need to ensure ethical and accurate outputs. What actions should th...
bias detectionaudit trailsethical AIresponsible AI outputs - Question #29Basics of Generative AI
What are agents? Please choose the correct answer.
AI agentsLLM intermediaryagent definition - Question #30Large Language Models (LLMs)
Which evaluation metric is commonly used to assess the performance of LLMs in text generation tasks? Please choose the correct answer.
BLEU scoreLLM evaluationtext generation metrics - Question #31Retrieval Augmented Generation (RAG)
Drag and Drop Question Match the components of a Retrieval Augmented Generation architecture to the diagram. Answer:
RAG architecturevector databaseembedding modelLLM - Question #32Deployment of Generative AI Solutions
What are some characteristics of the SAP generative Al hub? Note: There are 2 correct answers to this question.
SAP Generative AI HubLLM accessresponsible AIbusiness AI - Question #33Deployment of Generative AI Solutions
Which of the following are features of the SAP AI Foundation? Note: There are 2 correct answers to this question.
SAP AI FoundationAI servicesAI lifecycle management - Question #34Deployment of Generative AI Solutions
What contract type does SAP offer for Al ecosystem partner solutions?
SAP AI ecosystempartner contractslicensing models - Question #35Basics of Generative AI
Why is generative Al gaining significant attention and investment in the current business landscape? Note: There are 2 correct answers to this question.
generative AI adoptionnatural language interfacebarriers to entry - Question #36Deployment of Generative AI Solutions
How does the Generative AI Hub enhance business workflows? There are 2 correct answers to this question.
SAP Generative AI Hubbusiness workflow automationERP intelligencepersonalization - Question #37Ethical AI, Bias, and Responsible AI
What challenge is addressed by the Generative AI Hub's built-in bias detection tools? Please choose the correct answer.
bias detectionethical AIresponsible AI - Question #38Deployment of Generative AI Solutions
A financial services firm uses SAP Business AI to predict cash flow and optimize account reconciliation processes. What actions should the firm take to maximize SAP Business AI cap...
SAP Business AIpredictive analyticsreconciliation automationcash flow - Question #39Deployment of Generative AI Solutions
Which types of AI workloads can be managed using SAP AI Core? There are 2 correct answers to this question.
SAP AI Coregenerative AI workloadsimage recognitionmodel types - Question #40Large Language Models (LLMs)
What is the term for an LLM's ability to continue generating text after receiving a partial input? Please choose the correct answer.
LLM auto-completiontext generationpartial input continuation - Question #41Deployment of Generative AI Solutions
What advantage can you gain by leveraging different models from multiple providers through the SAP's generative Al hub?
SAP generative AI hubmulti-provider modelsAI accuracySAP data assets - Question #42Deployment of Generative AI Solutions
Which of the following capabilities does the generative Al hub provide to developers? Note: There are 2 correct answers to this question.
SAP generative AI hubcode generationprompt engineering toolsfoundation models - Question #43Deployment of Generative AI Solutions
Which of the following are functionalities provided by the generative-Al-hub-SDK ? Note: There are 2 correct answers to this question.
generative-AI-hub-SDKLLM interactionembeddingschat responses - Question #44Deployment of Generative AI Solutions
What are some SAP recommendations to evaluate pricing and rate information of model usage within SAP's generative Al hub? Note: There are 2 correct answers to this question.
model pricingoutcome-based pricingROI evaluationgenerative AI hub - Question #45Prompt Engineering
What does the Prompt Management feature of the SAP AI launchpad allow users to do?
SAP AI Launchpadprompt managementprompt versioningsaved prompts - Question #46Prompt Engineering
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 response...
meta promptingprompt generationprompt techniquesAI guidance - Question #47Deployment of Generative AI Solutions
Which of the following steps must be performed to deploy LLMs in the generative Al hub?
LLM deploymentSAP AI Coregenerative AI hubprovisioning - Question #48Basics of Generative AI
Which of the following is unique about SAP's approach to Al?
SAP AI strategybusiness process integrationAI differentiation - Question #49Basics of Generative AI
What are some drivers for the rapid adoption of generative AI? Note: There are 2 correct answers to this question.
generative AI adoptionease of useAI availabilitymarket drivers - Question #50Basics of Generative AI
What is Machine Learning (ML)?
machine learning definitionAI subfieldsAI fundamentals