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C-AIG-2412 Exam Registration, C-AIG-2412 Real Dump

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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q10-Q15):

NEW QUESTION # 10
Which of the following is unique about SAP's approach to Al?

A. Offering Al capabilities in their future products as of 2025.
B. SAP's deep integration of Al with business processes and analytics.
C. Utilizing Al mainly for marketing purposes.
D. Focusing Al solely on customer support services.

Answer: B

Explanation:
SAP distinguishes itself by deeply embedding Artificial Intelligence (AI) into its core business processes and analytics, enhancing efficiency and decision-making across various enterprise functions.
1. Integration of AI into Business Processes:
* SAP Business AI:SAP focuses on solving customers' business problems by integrating AI directly into business processes, rather than offering general-purpose AI platforms. This approach ensures that AI solutions are tailored to specific business needs, enhancing process efficiency and effectiveness.
* SAP S/4HANA Integration:By embedding AI into SAP S/4HANA, SAP enables real-time data analysis and process optimization. This integration allows for improved supply chain efficiency, enhanced financial decision-making, and personalized customer experiences.
2. AI-Driven Analytics:
* SAP Analytics Cloud:This solution combines AI with analytics and planning, unlocking the full potential of business data. It provides advanced analytics capabilities, enabling businesses to make informed decisions based on real-time insights.
* Predictive Analytics Library:SAP HANA includes a Predictive Analytics Library with native algorithms for statistical measures, clustering, classification, and time series analysis. This facilitates advanced data processing and predictive analytics within business applications.
3. AI in Enterprise Applications:
* SAP SuccessFactors:AI is integrated into SAP SuccessFactors to enhance human resources processes, such as talent acquisition and employee engagement, by providing data-driven insights and automating routine tasks.
* SAP AI Business Services:These services offer reusable AI capabilities that can be integrated across various business processes, automating tasks like document processing andenriching customer experiences.

NEW QUESTION # 11
Which of the following is a principle of effective prompt engineering?

A. Keep prompts as short as possible to avoid confusion.
B. Write vague and open-ended instructions to encourage creativity.
C. Use precise language and providing detailed context in prompts.
D. Combine multiple complex tasks into a single prompt.

Answer: C

Explanation:
Effective prompt engineering is crucial for guiding AI models to produce accurate and relevant outputs.
1. Importance of Precision and Context:
* Clarity:Using precise language in prompts minimizes ambiguity, ensuring the AI model comprehends the exact requirements.
* Detailed Context:Providing comprehensive context helps the model understand the background and nuances of the task, leading to more accurate and tailored responses.
2. Best Practices in Prompt Engineering:
* Specificity:Clearly define the desired outcome, including any constraints or specific formats required.
* Instruction Inclusion:Incorporate explicit instructions within the prompt to guide the model's behavior effectively.
* Avoiding Ambiguity:Steer clear of vague or open-ended language that could lead to varied interpretations.
3. Benefits of Effective Prompt Engineering:
* Enhanced Output Quality:Well-crafted prompts lead to responses that closely align with user expectations.
* Efficiency:Reduces the need for iterative refinements, saving time and computational resources.

NEW QUESTION # 12
Which of the following steps must be performed to deploy LLMs in the generative Al hub?

A. Run the booster
* Create service keys
* Select the executable ID
B. Provision SAP AI Core
* Check for foundation model scenario
* Create a configuration
* Create a deployment
C. Check for foundation model scenario
* Create a deployment
* Configuring entitlements
D. Provision SAP AI
* Core Create a configuration
* Run the booster

Answer: B

NEW QUESTION # 13
Why is generative Al gaining significant attention and investment in the current business landscape? Note: There are 2 correct answers to this question.

A. It can run entire business operations without human intervention.
B. It only requires natural language skills to use.
C. It lowers barriers to adoption.
D. It can replicate complex technical skills without training or quality control.

Answer: B,C

NEW QUESTION # 14
What is the primary function of the embedding model in a RAG system?

A. To encode queries and documents into vector representations for comparison
B. To store vector representations of documents and search for relevant passages
C. To evaluate the faithfulness and relevance of generated answers
D. To generate responses based on retrieved documents and user queries

Answer: A

NEW QUESTION # 15
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