2025 C-AIG-2412 Customizable Exam Mode | High Pass-Rate SAP Questions C-AIG-2412 Exam: SAP Certified Associate - SAP Generative AI Developer

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Questions SAP C-AIG-2412 Exam - C-AIG-2412 Sample Exam

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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 Solution Architects and covers SAP’s Generative AI Hub, which acts as the central layer for designing and managing generative AI solutions. The exam tests knowledge of building, deploying, and connecting AI models to business scenarios through the Hub. Emphasis is placed on leveraging the Hub to streamline workflows and ensure scalable solutions that align with organizational needs.
Topic 2	SAP AI Core: This section of the exam measures the skills of AI Developers and covers the fundamental components of SAP AI Core. Candidates are assessed on their ability to work with the core services that allow machine learning models to be deployed and managed within SAP environments. The focus is on understanding how AI Core fits into SAP’s ecosystem and ensures smooth integration with enterprise applications.
Topic 3	Large Language Models (LLMs): This section of the exam measures the skills of AI Developers and covers the practical use of large language models in SAP environments. Candidates are expected to understand how LLMs can be applied to automate tasks, enhance decision-making, and improve user interaction within SAP systems. The exam evaluates knowledge of handling model selection, fine-tuning, and adapting LLMs to specific business cases.
Topic 4	Advanced AI Techniques with SAP’s Generative AI Hub: This section of the exam measures the skills of Solution Architects and covers advanced techniques available through SAP’s Generative AI Hub. Candidates are assessed on their ability to design, optimize, and scale generative AI solutions that go beyond basic implementations. The focus includes applying sophisticated strategies to integrate advanced models, manage performance, and align AI-driven outcomes with complex enterprise goals.

SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q60-Q65):

NEW QUESTION # 60
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 a new SAP application based on the mail data.
C. Generate random email content and send them to customers.
D. Generate JSON strings based on extracted information.

Answer: D

Explanation:
The generative-ai-hub-sdk in SAP's Generative AI Hub enables developers to interact with large language models (LLMs) for various tasks, including information extraction and data formatting.
1. Extracting Information from Customer Emails:
* Natural Language Processing (NLP):By leveraging LLMs, the SDK can process unstructured email content to identify and extract pertinent information, such as customer inquiries, sentiments, or intents.
2. Generating JSON Strings:
* Structured Data Output:After extracting the necessary information, the SDK can format the data into JSON strings. This structured format is essential for integrating the extracted information into existing applications, facilitating seamless data exchange and processing.
3. Integration into Existing Applications:
* Application Enhancement:The JSON-formatted data can be utilized to augment existing applications, such as customer relationship management (CRM) systems, by providing insights derived from customer emails, thereby improving decision-making and customerinteractions.

NEW QUESTION # 61
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. Administration
B. Chat
C. Prompt management
D. Prompt Editor

Answer: C

NEW QUESTION # 62
Which of the following capabilities does the generative Al hub provide to developers? Note: There are 2 correct answers to this question.

A. Integration of foundation models into applications
B. Tools for prompt engineering and experimentation
C. Proprietary LLMs exclusively
D. Code generation to extend SAP BTP applications

Answer: B,D

NEW QUESTION # 63
How does SAP deal with vulnerability risks created by generative Al? Note: There are 2 correct answers to this question.

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

Answer: A,C

NEW QUESTION # 64
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. Al playground and chat
C. Develop and debug ABAP code
D. Prompt editor and management

Answer: B,D

NEW QUESTION # 65
......

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