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| Section | Weight | Objectives |
|---|---|---|
| AI Governance and Safety | 20% | - Responsible AI principles - Hallucination mitigation - PII masking and data protection - AI Trust Layer and guardrails - Audit logging and monitoring |
| Agentic Automation Fundamentals | 25% | - LLM and AI fundamentals - Agent loop and ReAct pattern - Agent vs traditional bot differences - Autonomous agent concepts |
| Orchestration and Human-in-the-Loop | 15% | - Mixed agent + RPA workflows - Action Center and escalation flows - Multi-agent collaboration - UiPath Maestro orchestration - Human-in-the-loop design |
| Prompt Engineering | 20% | - Few-shot and chain-of-thought prompting - Structured output design - System and role-based prompts - Context grounding techniques |
| LLM Integration and GenAI Connectors | 20% | - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management - Connector configuration and parameters |
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NEW QUESTION # 60
When a user creates a print job from a VDA-mapped network printer, how is the print job routed?
Answer: C
Explanation:
When using a VDA-mapped network printer, the print job is processed on the VDA and sent directly to the network print server, which then forwards it to the physical printer. This avoids unnecessary routing through the client endpoint and ensures efficient printing.
NEW QUESTION # 61
Scenario: A Citrix Administrator is investigating an issue in which a user's session does NOT successfully end after closing the last published application. The administrator used Task Manager to inspect the hanging session but could NOT find any relevant information. Which tool could the administrator use to get further details on orphaned processes in the session?
Answer: D
Explanation:
Process Explorer provides detailed insight into running processes, their parent-child relationships, and resource usage. It is the best tool to identify orphaned processes that prevent a Citrix session from ending after the last application is closed.
NEW QUESTION # 62
Which machine catalog supports the deployment of image updates using Citrix Studio?
Answer: B
Explanation:
Machine Creation Services (MCS) integrates with Citrix Studio to manage and deploy image updates. When the master image is updated, MCS can roll out those changes to all machines in the catalog, making it the catalog type that supports image updates directly from Studio.
NEW QUESTION # 63
Which PowerShell command should a Citrix Administrator run to obtain the name of a deployment, the local host cache configuration and the license level?
Answer: D
Explanation:
The Get-BrokerSite PowerShell command retrieves details about the Citrix Site, including the deployment name, local host cache configuration, and license level. This makes it the correct command for gathering this type of information.
NEW QUESTION # 64
Scenario: A Citrix Administrator is investigating an instability in the system that is causing the Print Spooler service to stop frequently on the Virtual Delivery Agent (VDA) machine. The administrator finds printer driver conflicts in the environment and needs to remove the problem drivers while still maintaining printing functionality. Which policy setting can the administrator use to resolve this issue on the VDA machine?
Answer: C
Explanation:
By enabling the "Use universal printing only" policy, the VDA will rely exclusively on the Citrix Universal Print Driver instead of loading multiple printer model-specific drivers. This resolves driver conflicts, stabilizes the Print Spooler service, and maintains printing functionality.
NEW QUESTION # 65
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