SAP C_AIG_2412 Exam Practice Test Instant Access

Question 1

Which statement best describes the Chain-of-Thought (COT) prompting technique?

ALinking multiple Al models in sequence, where each model's output becomes the input for the next model in the chain.

BWriting a series of connected prompts creating a chain of related information.

CConcatenating multiple related prompts to form a chain, guiding the model through sequential reasoning steps.

DConnecting related concepts by having the LLM generate chains of ideas.

Answer : C

Question 2

Which of the following is a principle of effective prompt engineering?

AUse precise language and providing detailed context in prompts.

BCombine multiple complex tasks into a single prompt.

CKeep prompts as short as possible to avoid confusion.

DWrite vague and open-ended instructions to encourage creativity.

Answer : A

Question 3

What contract type does SAP offer for Al ecosystem partner solutions?

AAnnual subscription-only contracts

BAll-in-one contracts, with services that are contracted through SAP

CPay-as-you-go for each partner service

DBring Your Own License (BYOL) for embedded partner solutions

Answer : A, B, C

Question 4

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

ABy implementing rigorous product standards for Al capabilities

BBy ensuring that Al models make bias-free decisions without human input

CBy using generic Al models without business context complying with Al ethics standards

Answer : A

Question 5

Which of the following capabilities does the generative Al hub provide to developers? Note: There are 2 correct answers to this question.

AProprietary LLMs exclusively

BCode generation to extend SAP BTP applications

CTools for prompt engineering and experimentation

DIntegration of foundation models into applications

Answer : B, C

Question 6

How do resource groups in SAP AI Core improve the management of machine learning workloads? Note: There are 2 correct answers to this question.

AThey ensure workload separation for different tenants or departments.

BThey enhance pipeline execution speeds through workload distribution.

CThey enable simultaneous orchestration of Kubernetes clusters.

DThey provide isolation for datasets and Al artifacts.

Answer : A, D

Question 7

Which neural network architecture is primarily used by LLMs?

ATransformer architecture with self-attention mechanisms

BRecurrent neural network architecture

CConvolutional Neural Networks (CNNs)

DSequential encoder-decoder architecture

Answer : A

SAP Certified Associate - SAP Generative AI Developer C_AIG_2412 Exam Practice Test