The SAP Generative AI Developer Certification Sample Question Set on this page is designed to familiarize you with the actual SAP C_AIG_2412 exam format and question types. These basic sample questions help you understand the structure of the test and what to expect. While these questions provide a good starting point, they are just a glimpse of the real exam scenario. To get familiar with more exam properties, we suggest you try our Sample SAP Generative AI Developer Certification Practice Test.
This Sample SAP C_AIG_2412 Certification Practice Exam is intended for evaluation purposes only. If you are planning to take the SAP Certified Associate - SAP Generative AI Developer and want to thoroughly test your SAP Business Technology Platform knowledge to identify any weak areas, we strongly recommend starting your preparation with our Premium SAP Generative AI Developer Certification Practice Exam. Our premium practice tests offer an extensive set of scenario-based questions that closely simulate the actual exam environment. By using our premium SAP Generative AI Developer exams, you can ensure comprehensive coverage of all necessary topics, significantly boosting your confidence and increasing your chances of success on your certification exam.
SAP Generative AI Developer Sample Questions:
01. How does the Generative AI Hub enhance business workflows?
There are 2 correct answers to this question.
a) By providing personalized customer interactions
b) By automating manual approval processes
c) By generating predictive financial forecasts
d) By enhancing ERP workflow intelligence
02. What challenge is addressed by the Generative AI Hub's built-in bias detection tools?
Please choose the correct answer.
a) Managing ERP workflows
b) Identifying inaccuracies in financial reports
c) Ensuring ethical AI model outputs
d) Enhancing system uptime
03. 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 capabilities?
There are 3 correct answers to this question.
a) Use predictive analytics for cash flow projections
b) Automate reconciliation workflows
c) Deploy AI-based fraud detection models
d) Integrate results with SAP Analytics Cloud
e) Develop custom models for risk assessment
04. Which types of AI workloads can be managed using SAP AI Core?
There are 2 correct answers to this question.
a) Predictive analytics models
b) Text-based generative AI models
c) Image recognition workflows
d) SAP GUI automation scripts
05. What is the term for an LLM's ability to continue generating text after receiving a partial input?
Please choose the correct answer.
a) Data Augmentation
b) Auto-completion
c) Zero-shot Learning
d) Text Extrapolation
06. How can Kubernetes infrastructure enhance the functionality of SAP AI Core?
There are 3 correct answers to this question.
a) By automatically developing Al models without human intervention
b) By ensuring high availability and fault tolerance for applications
c) By supporting autoscaling of containers based on demand
d) By eliminating the requirement for Docker containers
e) By enabling the allocation of GPU resources for Al models
07. 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.
a) Assess the resource allocation costs during training.
b) Analyze the model's performance metrics.
c) Review the Kubernetes infrastructure scalability.
d) Validate the accuracy of the model against business requirements.
08. 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 the institution prioritize?
There are 3 correct answers to this question.
a) Train the AI models on historical customer data
b) Use built-in bias detection tools for ethical compliance
c) Implement audit trails for all AI decisions
d) Integrate the model with SAP Analytics Cloud for insights
e) Automate the workflow approvals for generated summaries
09. What are agents?
Please choose the correct answer.
a) Small units of code that perform specific tasks such as access to external data sources
b) Software programs that can be used to interact with LLMs
c) Software programs that act like intermediaries between humans and LLMS
d) Physical devices that process natural language data for LLMs.
10. Which evaluation metric is commonly used to assess the performance of LLMs in text generation tasks?
Please choose the correct answer.
a) BLEU Score
b) F1 Score
c) Cross-Entropy Loss
d) Recall
Quick Tips:
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SAP includes a note: "There are 'N' correct answers to this question" in the actual SAP Generative AI Developer Certification Exam.
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SAP does not ask "True or False" type questions in the actual SAP C_AIG_2412 Exam.
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SAP provides an option to increase (+) or decrease (-) the font size of the test screen for better readability in the actual SAP Certified Associate - SAP Generative AI Developer Exam.
Solutions:
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Question: 01
Answer: a, d
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Question: 02
Answer: c
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Question: 03
Answer: a, b, d
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Question: 04
Answer: b, c
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Question: 05
Answer: b
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Question: 06
Answer: b, c, e
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Question: 07
Answer: b, d
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Question: 08
Answer: a, b, c
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Question: 09
Answer: c
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Question: 10
Answer: a
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