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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Governance and Safety | 20% | - Hallucination mitigation - Audit logging and monitoring - AI Trust Layer and guardrails - PII masking and data protection - Responsible AI principles |
| Topic 2: Orchestration and Human-in-the-Loop | 15% | - Action Center and escalation flows - UiPath Maestro orchestration - Mixed agent + RPA workflows - Multi-agent collaboration - Human-in-the-loop design |
| Topic 3: LLM Integration and GenAI Connectors | 20% | - Connector configuration and parameters - Context windows and token management - Supported LLM providers (OpenAI, Azure OpenAI, Anthropic) |
| Topic 4: Prompt Engineering | 20% | - Structured output design - Context grounding techniques - System and role-based prompts - Few-shot and chain-of-thought prompting |
| Topic 5: Agentic Automation Fundamentals | 25% | - Agent loop and ReAct pattern - Agent vs traditional bot differences - LLM and AI fundamentals - Autonomous agent concepts |
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NEW QUESTION # 42
A Citrix Administrator wishes to deploy catalogs of machines using Machine Creation Services.
Which two things must be configured and setup to accomplish this? (Choose two.)
Answer: A,C
Explanation:
To deploy machine catalogs with Machine Creation Services (MCS), a hosting connection (to the hypervisor or cloud environment) must be configured to provide resources, and a Delivery Controller must be available to manage provisioning and brokering of the machines.
NEW QUESTION # 43
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: B
NEW QUESTION # 44
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: D
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 # 45
A Citrix Administrator is looking to provide apps and desktops to users. Project requirements dictate that management and maintenance should be minimized for the administrator, while still maintain control of the Virtual Delivery Agent (VDA machines). (Choose three.)
Answer: B,C,E
Explanation:
Using public cloud platforms such as AWS, GCP, or Azure with Citrix Cloud services minimizes infrastructure management and maintenance for the administrator, while still providing control over the VDA machines. The cloud provider handles most of the underlying infrastructure, reducing administrative overhead.
NEW QUESTION # 46
On which two components must the Secure Ticket Authority (STA) server locations be configured if a Citrix Administrator wants to configure secure external access to a Citrix Virtual Apps and Desktops Site? (Choose two.)
Answer: A,C
Explanation:
The Secure Ticket Authority (STA) server locations must be configured on both the NetScaler Gateway and StoreFront. This ensures that tickets generated by the STA (on the Delivery Controllers) are validated consistently, enabling secure external access to Citrix resources.
NEW QUESTION # 47
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