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| Section | Weight | Objectives |
|---|---|---|
| AI Governance and Safety | 20% | - Hallucination mitigation - Responsible AI principles - AI Trust Layer and guardrails - PII masking and data protection - Audit logging and monitoring |
| LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management |
| Prompt Engineering | 20% | - Structured output design - Context grounding techniques - Few-shot and chain-of-thought prompting - System and role-based prompts |
| Agentic Automation Fundamentals | 25% | - Autonomous agent concepts - Agent vs traditional bot differences - Agent loop and ReAct pattern - LLM and AI fundamentals |
| Orchestration and Human-in-the-Loop | 15% | - UiPath Maestro orchestration - Human-in-the-loop design - Action Center and escalation flows - Mixed agent + RPA workflows - Multi-agent collaboration |
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NEW QUESTION # 57
Scenario: A Citrix Administrator created a machine catalog using Machine Creation Services. The Desktop Experience was set to 'Random'.
Where will the unique information for the virtual machines be stored?
Answer: D
NEW QUESTION # 58
A user calls the help desk to report that when launching any application from within their published desktop session, it takes a long time and the overall performance is poor. Which Citrix Director report can a Citrix Administrator use to initiate the investigation of the issue?
Answer: D
Explanation:
The Session Data in Filters report in Citrix Director provides detailed performance metrics for individual user sessions, including logon duration, application launch times, and resource utilization. This report is the best starting point to investigate performance complaints within a published desktop session.
NEW QUESTION # 59
Which layer contains the Site database in a Citrix Virtual Apps and Desktops Architecture model?
Answer: B
NEW QUESTION # 60
Scenario: While using Citrix Studio to create a new Delivery Group, a Citrix Administrator does NOT see any machine catalogs listed, but does see an error message. The administrator successfully verified the presence of machine catalogs in the Machine Catalogs node of Citrix Studio. Which issue can cause this to happen?
Answer: A
Explanation:
When creating a Delivery Group, Citrix Studio only displays machine catalogs that contain unassigned machines. If all machines in the catalog are already assigned, the catalog will not appear in the Delivery Group creation wizard, even though it is visible under the Machine Catalogs node.
NEW QUESTION # 61
Scenario: A StoreFront store supports 150 users who have full access to all enterprise resources.
A Citrix Administrator needs to create a new StoreFront store for contractors who will work onsite for two months. The contractors need access to specific resources but will NOT be Active Directory users.
Which option should the administrator select while creating the store for contractors?
Answer: A
NEW QUESTION # 62
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