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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Agentic AI | 15% | - Human-in-the-loop strategies - Agent design principles and capabilities - Agentic AI vs Generative AI use cases - Model Context Protocol (MCP) framework |
| Topic 2: Data Research and Analysis | 15% | - Data visualization and insight generation - Data quality, bias and validation - Data collection, preparation and preprocessing |
| Topic 3: AI for Code and Workflow Optimization | 15% | - AI-assisted code generation and improvement - Integration of AI tools in development processes - Automation and workflow enhancement |
| Topic 4: Generative AI Models | 20% | - Generative AI model families and use cases - Context windows, token limits and response management - Model hosting options and trade-offs - Model selection and evaluation in AI hubs |
| Topic 5: Prompt Engineering | 15% | - Prompt design principles and best practices - Defensive prompting and error mitigation - Advanced prompting techniques |
| Topic 6: AI Ethics and Security | 20% | - Data privacy and security in AI systems - Compliance and governance frameworks - AI-specific threats, risks and misinformation - Responsible AI principles |
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NEW QUESTION # 53
An organization has regulatory requirements that prohibit any proprietary source code from leaving the internal network. Which hosting strategy provides the highest level of data sovereignty?
Answer: B
Explanation:
Local LLM deployment on internal hardware keeps proprietary source code within the organization's internal network, providing the strongest control over data location, access, and governance.
NEW QUESTION # 54
Which risk occurs when an AI model provides an outdated technical specification because it was trained before the new standard was released?
Answer: B
Explanation:
Knowledge cut-off occurs when a model lacks information about events, standards, or specifications released after its training data period, causing it to provide outdated information.
NEW QUESTION # 55
Which protocol is commonly used for streaming telemetry in modern networks?
Answer: A
Explanation:
gRPC supports efficient real-time telemetry streaming in modern network automation environments.
NEW QUESTION # 56
Which Cisco solution helps automate network operations using AI insights?
Answer: C
Explanation:
Cisco DNA Center uses AI and analytics for intent-based networking and automation.
NEW QUESTION # 57
What happens when the input provided to an LLM exceeds its context window limit?
Answer: B
Explanation:
When input exceeds the context window, the model cannot process all provided text at once, so earlier content may be truncated or pushed out of the active context.
NEW QUESTION # 58
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