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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Governance and Safety | 20% | - AI Trust Layer and guardrails - PII masking and data protection - Audit logging and monitoring - Hallucination mitigation - Responsible AI principles |
| Topic 2: Agentic Automation Fundamentals | 25% | - Agent loop and ReAct pattern - Autonomous agent concepts - Agent vs traditional bot differences - LLM and AI fundamentals |
| Topic 3: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) - Context windows and token management |
| Topic 4: Prompt Engineering | 20% | - Context grounding techniques - Structured output design - Few-shot and chain-of-thought prompting - System and role-based prompts |
| Topic 5: Orchestration and Human-in-the-Loop | 15% | - Mixed agent + RPA workflows - UiPath Maestro orchestration - Action Center and escalation flows - Multi-agent collaboration - Human-in-the-loop design |
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NEW QUESTION # 49
Which layer contains the Site database in a Citrix Virtual Apps and Desktops Architecture model?
Answer: A
NEW QUESTION # 50
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 # 51
Which step can a Citrix Administrator take in order to use the default compression policies?
Answer: A
NEW QUESTION # 52
A user calls the help desk and states that launching a pooled random desktop takes as long as five minutes. Which Citrix Director report can a Citrix Administrator review to find out what might be causing the delay?
Answer: A
Explanation:
The Logon Performance report in Citrix Director breaks down the different phases of the logon process, such as authentication, profile loading, and group policy processing. Reviewing this report helps the administrator identify which phase is causing the long desktop launch times.
NEW QUESTION # 53
What are three valid ways to configure Virtual Delivery Agent (VDA) registration? (Choose three.)
Answer: A,D,E
Explanation:
DHCP Options can be used to provide Delivery Controller addresses dynamically.
CONFIG.XML file (created during VDA installation) can contain Controller information for registration.
Group Policy Object (GPO) can centrally define and manage Controller discovery settings.
NEW QUESTION # 54
......
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