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| Section | Weight | Objectives |
|---|---|---|
| LLM Integration and GenAI Connectors | 20% | - Context windows and token management - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| Prompt Engineering | 20% | - Context grounding techniques - Few-shot and chain-of-thought prompting - System and role-based prompts - Structured output design |
| AI Governance and Safety | 20% | - Responsible AI principles - AI Trust Layer and guardrails - Audit logging and monitoring - PII masking and data protection - Hallucination mitigation |
| Agentic Automation Fundamentals | 25% | - Autonomous agent concepts - Agent vs traditional bot differences - LLM and AI fundamentals - Agent loop and ReAct pattern |
| Orchestration and Human-in-the-Loop | 15% | - Mixed agent + RPA workflows - Human-in-the-loop design - UiPath Maestro orchestration - Action Center and escalation flows - Multi-agent collaboration |
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NEW QUESTION # 53
Scenario: A Citrix Administrator maintains a Citrix Virtual Apps and Desktops Site where mandatory profiles are being used for all users. Users need to maintain the different printer property settings that are available for their HDX sessions. The administrator has enabled the HDX Printer properties retention policy for the Site. Which setting could the administrator use for this environment?
Answer: D
Explanation:
In environments using mandatory profiles, changes are discarded at logoff. To preserve user- specific printer property settings, the HDX Printer properties retention policy must be set to
"Saved on the client device only", ensuring the settings persist across sessions.
NEW QUESTION # 54
Scenario: A Citrix Administrator previously configured a Citrix Virtual Desktops Site to use evaluation licenses. The administrator then installed valid advanced licenses on the Citrix License Server and confirmed that licenses show correctly in the licensing console. However, a user reports an issue about logging on to the published desktop. The user receives an error message stating that the evaluation license is about to expire. What should the administrator do to fix this issue?
Answer: C
Explanation:
After installing valid licenses on the License Server, the Site must be configured in Citrix Studio to use the correct product edition (for example, Advanced, Enterprise, or Premium). If it remains set to "evaluation," users will continue to see the expiration warning. Updating the product edition in Studio resolves the issue.
NEW QUESTION # 55
Which disk type will always be created for each virtual machine, when creating new virtual machines using Machine Creation Services (MCS)?
Answer: C
NEW QUESTION # 56
Which two statements are valid when using Citrix Profile Streaming? (Choose two.)
Answer: B,D
Explanation:
With Citrix Profile Streaming, parts of the user profile (such as registry entries and files) are loaded on demand instead of fully at logon. This reduces logon time by fetching profile components only when accessed during the session.
NEW QUESTION # 57
Which step can a Citrix Administrator take in order to use the default compression policies?
Answer: A
NEW QUESTION # 58
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