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| Section | Weight | Objectives |
|---|---|---|
| Prompt Engineering | 20% | - Structured output design - System and role-based prompts - Context grounding techniques - Few-shot and chain-of-thought prompting |
| AI Governance and Safety | 20% | - Hallucination mitigation - AI Trust Layer and guardrails - PII masking and data protection - Responsible AI principles - Audit logging and monitoring |
| Orchestration and Human-in-the-Loop | 15% | - Action Center and escalation flows - Human-in-the-loop design - Multi-agent collaboration - UiPath Maestro orchestration - Mixed agent + RPA workflows |
| LLM Integration and GenAI Connectors | 20% | - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Connector configuration and parameters |
| Agentic Automation Fundamentals | 25% | - Agent loop and ReAct pattern - Agent vs traditional bot differences - Autonomous agent concepts - LLM and AI fundamentals |
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NEW QUESTION # 32
By default, what is the printing behavior when no printing policy is configured?
Answer: A
NEW QUESTION # 33
Scenario: A Citrix Administrator configures the 'Auto connect client drives' user settings to map client drives within the HDX session for all published desktops. The setting is configured in a Baseline Group Policy Object (GPO) and linked to an Organizational Unit (OU) that contains all of the published desktops. When a user launches the desktop, client drives are NOT mapped. What is a possible reason?
Answer: B
Explanation:
User settings in a GPO linked to a machine OU only apply if loopback processing is enabled.
Since the "Auto connect client drives" setting is a user policy but applied at the desktop OU level, loopback processing must be enabled for the policy to take effect within the HDX sessions.
NEW QUESTION # 34
Scenario: A Citrix Administrator maintains a Citrix Virtual Apps and Desktops Site with a large number of Windows users running various locally attached client printers. No network printers are being used. The administrator has enabled the HDX printer mapping policy to 'Auto-create all client printers', which has resulted in a large number of drivers being loaded onto the Virtual Delivery Agent (VDA) machines. New standards are requiring the administrator to limit these Windows drivers on the VDA machines. Which printing feature can the administrator enable to meet the new standards?
Answer: B
Explanation:
Enabling the Citrix Universal Printer Driver allows client printers to be auto-created without requiring individual printer drivers to be installed on the VDA machines. This standardizes printing, reduces driver sprawl, and meets compliance requirements by minimizing the number of Windows drivers on the VDAs.
NEW QUESTION # 35
After creating a new machine catalog, a Citrix Administrator notices that the Virtual Delivery Agent (VDA) machines fail to register. What could the administrator have done to cause this condition?
Answer: D
Explanation:
If an incompatible VDA functional level is selected when creating the machine catalog, the VDA machines cannot register with the Delivery Controllers. The functional level must match or be supported by the installed VDA software version.
NEW QUESTION # 36
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: C
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 # 37
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