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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Governance and Safety | 20% | - Hallucination mitigation - Audit logging and monitoring - Responsible AI principles - AI Trust Layer and guardrails - PII masking and data protection |
| Topic 2: Orchestration and Human-in-the-Loop | 15% | - UiPath Maestro orchestration - Multi-agent collaboration - Action Center and escalation flows - Human-in-the-loop design - Mixed agent + RPA workflows |
| Topic 3: LLM Integration and GenAI Connectors | 20% | - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Connector configuration and parameters |
| Topic 4: Agentic Automation Fundamentals | 25% | - LLM and AI fundamentals - Agent loop and ReAct pattern - Autonomous agent concepts - Agent vs traditional bot differences |
| Topic 5: Prompt Engineering | 20% | - Few-shot and chain-of-thought prompting - System and role-based prompts - Structured output design - Context grounding techniques |
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NEW QUESTION # 44
Scenario: A Citrix Administrator maintains a Citrix Virtual Apps and Desktops Site with a number of network print servers being used for all users. Currently, the print servers use native Windows drivers. No client printers are being used. New company guidelines require a reduction in the number of native drivers being used within the Site infrastructure. Which step can the administrator take to meet the new company guidelines?
Answer: B
Explanation:
By installing the Citrix Universal Print Server and configuring the Universal printer driver usage policy, print servers can use the Citrix Universal Print Driver instead of multiple native Windows drivers. This reduces the number of drivers in the environment while ensuring centralized network printing remains functional.
NEW QUESTION # 45
Scenario: A Citrix Administrator is working on a published application. The network is connected for 100 seconds but is interrupted and applications become unusable. The session then automatically resumes, and the administrator is able to continue working on the application at the same progress point as before the interruption.
Which policy is enabled in this scenario?
Answer: C
NEW QUESTION # 46
A Citrix Administrator is configuring a Citrix Virtual Desktops Site for use with a mirrored SQL Server database. Which setting In SQL is important that the administrator configure manually when creating an empty database on the principal SQL Server?
Answer: C
Explanation:
When configuring a Citrix Virtual Desktops Site with a mirrored SQL Server database, the collation setting must be configured manually and must match across all SQL Servers in the mirroring setup. Citrix relies on consistent collation to ensure proper database functionality.
NEW QUESTION # 47
A Delivery Group has been created to publish APP_A, APP_B, and APP_C to an AD Group called "HR." There are 10 users in the AD group (HR1-HR10). It was found that a specific user, HR10, should not have access APP_A. What must be done to make sure the HR group can access the applications, but HR10 does not have access to APP_A?
Answer: A
Explanation:
Application visibility controls in Citrix Studio allow administrators to restrict which users or groups can see and launch specific applications. By limiting APP_A's visibility to HR1-HR9, all HR users except HR10 retain access, ensuring the Delivery Group setup remains intact while excluding only the specified user.
NEW QUESTION # 48
What are three daily steps a Citrix Administrator should take to monitor a Citrix Virtual Apps and Desktops infrastructure? (Choose three.)
Answer: A,D,F
Explanation:
Checking for warnings or alerts in Citrix Director helps quickly identify performance or availability issues.
Testing environment access ensures that users can log on and launch sessions without problems.
Checking virtual machine power states verifies that VDAs are powered on and available for user connections.
NEW QUESTION # 49
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