Pass Your C_AIG_2412 Exam at the First Try with 100% Real Exam Questions [Q10-Q26]

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Pass Your C_AIG_2412 Exam at the First Try with 100% Real Exam Questions

New SAP C_AIG_2412 Dumps & Questions Updated on 2025

NO.10 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?

Chat

Prompt management

Administration

Prompt Editor

NO.11 What are some characteristics of the SAP generative Al hub? Note: There are 2 correct answers to this question.

It operates independently of SAP’s partners and ecosystem.

It ensures relevant, reliable, and responsible business Al.

It only supports traditional machine learning models.

It provides instant access to a wide range of large language models (LLMs).

NO.12 How does SAP ensure the enterprise-readiness of its Al solutions?

By implementing rigorous product standards for Al capabilities

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

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

NO.13 Why is generative Al gaining significant attention and investment in the current business landscape?
Note: There are 2 correct answers to this question.

It lowers barriers to adoption.

It can replicate complex technical skills without training or quality control.

It can run entire business operations without human intervention.

It only requires natural language skills to use.

NO.14 Which of the following are grounding principles included in SAP’s AI Ethics framework?
Note: There are 3 correct answers to this question.

Transparency and explainability

Human agency and oversight

Avoid bias and discrimination

Maximize business profits

Store all user data for legal proceedings

NO.15 Which of the following is a benefit of using Retrieval Augmented Generation?

It allows LLMs to access and utilize information beyond their initial training data.

It enables LLMs to learn new languages without additional training.

It eliminates the need for fine-tuning LLMs for specific tasks.

It reduces the computational resources required for language modeling.

NO.16 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.

Adopt best practice pricing strategies, such as outcome-based pricing

Weigh the cost of using advanced models against the expected return on investment

Avoid subscription-based pricing models

Use pricing models that have fixed rates irrespective of the usage patterns

NO.17 Match the components of a Retrieval Augmented Generation architecture to the diagram.

NO.18 What are some components of the training pipeline in SAP AI Core? Note: There are 2 correct answers to this question.

Input datasets stored in a hyperscaler object store

Executables that define the training process

The SAP HANA database for model storage

Automated deployment to Kubernetes clusters

NO.19 What is a part of LLM context optimization?

Reducing the model’s size to improve efficiency

Adjusting the model’s output format and style

Enhancing the computational speed of the model

Providing the model with domain-specific knowledge needed to solve a problem

NO.20 What is a Large Language Model (LLM)?

A rule-based expert system to analyze and generate grammatically correct sentences.

An Al model that specializes in processing, understanding, and generating human language.

A database system optimized for storing large volumes of textual data.

A gradient boosted decision tree algorithm for predicting text.

NO.21 How can few-shot learning enhance LLM performance?

By enhancing the model’s computational efficiency

By providing a large training set to improve generalization

By reducing overfitting through regularization techniques

By offering input-output pairs that exemplify the desired behavior

NO.22 What capabilities does the Exploration and Development feature of the generative Al hub provide? Note: There are 2 correct answers to this question.

Al playground and chat

Automatic model selection

Develop and debug ABAP code

Prompt editor and management

NO.23 What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.

Direct deployment of Al models to SAP HAN

Integration with non-SAP platforms like Azure and AWS.

Centralized Al lifecycle management for all Al scenarios.

Simplified model retraining and performance improvement.

NO.24 What contract type does SAP offer for Al ecosystem partner solutions?

Annual subscription-only contracts

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

Pay-as-you-go for each partner service

Bring Your Own License (BYOL) for embedded partner solutions

NO.25 What are the benefits of SAP’s generative Al hub? Note: There are 2 correct answers to this question.

Accelerate Al development with flexible access to a broad range of models

Provide libraries for no-code development

Build custom Al solutions and extend SAP applications

Send your data to various LLM providers for training feedback

NO.26 Where can you configure language models in generative Al hub?

The Configuration tab within ML Operations in SAP AI Launchpad

The Models tab in Prompt Editor

The Configuration tab of the SAP BTP cockpit

The Orchestration tab in SAP AI Launchpad

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