SAP C_AIG_2412 Übungsprüfungen
Zuletzt aktualisiert am 26.04.2025- Prüfungscode: C_AIG_2412
- Prüfungsname: SAP Certified Associate - SAP Generative AI Developer
- Zertifizierungsanbieter: SAP
- Zuletzt aktualisiert am: 26.04.2025
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 identifying human, technical, and exfiltration risks through an Al Security Taskforce.
- C . By focusing on technological advancement only.
- D . By relying on external vendors to manage security threats.
Where can you configure language models in generative Al hub?
- A . The Configuration tab within ML Operations in SAP AI Launchpad
- B . The Models tab in Prompt Editor
- C . The Configuration tab of the SAP BTP cockpit
- D . The Orchestration tab in SAP AI Launchpad
What is Machine Learning (ML)?
- A . A subset of Al that focuses on enabling computer systems to learn and improve from experience or data.
- B . A statistical method for data processing that does not involve any Al techniques.
- C . A form of Al that only focuses on creating new content, including text, images, sound, and videos.
- D . A technology that equips machines with human-like capabilities such as problem-solving, visual perception, and decision-making.
How can few-shot learning enhance LLM performance?
- A . By enhancing the model’s computational efficiency
- B . By providing a large training set to improve generalization
- C . By reducing overfitting through regularization techniques
- D . By offering input-output pairs that exemplify the desired behavior
Which of the following steps is NOT a requirement to use the Orchestration service?
- A . Get an auth token for orchestration
- B . Create an instance of an Al model
- C . Create a deployment for orchestration
- D . Modify the underlying Al models
What are some benefits of using an SDK for evaluating prompts within the context of generative Al? Note: There are 3 correct answers to this question.
- A . Maintaining data privacy by using data masking techniques
- B . Creating custom evaluators that meet specific business needs
- C . Automating prompt testing across various scenarios
- D . Supporting low code evaluations using graphical user interface
- E . Providing metrics to quantitatively assess response quality
How does SAP ensure the enterprise-readiness of its Al solutions?
- A . By implementing rigorous product standards for Al capabilities
- B . By ensuring that Al models make bias-free decisions without human input
- C . By using generic Al models without business context complying with Al ethics standards
What does the Prompt Management feature of the SAP AI launchpad allow users to do?
- A . Create and edit prompts
- B . Provide personalized user interactions
- C . Interact with models through a conversational interface
- D . Access and manage saved prompts and their versions
Which of the following capabilities does the generative Al hub provide to developers? Note: There
are 2 correct answers to this question.
- A . Proprietary LLMs exclusively
- B . Code generation to extend SAP BTP applications
- C . Tools for prompt engineering and experimentation
- D . Integration of foundation models into applications
What are some use cases for fine-tuning of a model? Note: There are 2 correct answers to this question.
- A . To introduce new knowledge to a model in a resource-efficient way
- B . To quickly create iterations on a new use case
- C . To sanitize model outputs
- D . To customize outputs for specific types of inputs