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| Section | Weight | Objectives |
|---|
| Topic 1: Generative AI Models | 20% | - Context windows, token limits and response management - Generative AI model families and use cases - Model selection and evaluation in AI hubs - Model hosting options and trade-offs
|
| Topic 2: AI for Code and Workflow Optimization | 15% | - Integration of AI tools in development processes - AI-assisted code generation and improvement - Automation and workflow enhancement
|
| Topic 3: AI Ethics and Security | 20% | - Compliance and governance frameworks - AI-specific threats, risks and misinformation - Data privacy and security in AI systems - Responsible AI principles
|
| Topic 4: 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 5: Data Research and Analysis | 15% | - Data visualization and insight generation - Data collection, preparation and preprocessing - Data quality, bias and validation
|
| Topic 6: Prompt Engineering | 15% | - Advanced prompting techniques - Defensive prompting and error mitigation - Prompt design principles and best practices
|
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Cisco AI Technical Practitioner Sample Questions (Q30-Q35):
NEW QUESTION # 30
A company discloses to its users that their support tickets are being summarized by an AI model.
Which responsible AI principle does this action support?
- A. inclusiveness
- B. transparency
- C. system safety
- D. bias mitigation
Answer: B
Explanation:
Transparency means clearly informing users when AI is being used, what it is doing, and how it may affect their data or experience.
NEW QUESTION # 31
What is occurring when an agent converts a CSV list into a Markdown table for a final report?
- A. data transformation
- B. data filtering
- C. data quantization
- D. data classification
Answer: A
Explanation:
Data transformation changes data from one format or structure into another, such as converting CSV rows into a Markdown table for reporting.
NEW QUESTION # 32
What happens when the input provided to an LLM exceeds its context window limit?
- A. The model loses the earliest part of the text.
- B. The model switches to a different algorithm.
- C. The model caches the overflow data.
- D. The model increases its context window size.
Answer: A
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 # 33
Which activity occurs when a developer uses AI to generate a complete Python class for a new API client based on a high-level description?
- A. executing legacy code refactoring
- B. providing inline co-pilot assistance
- C. performing code scaffolding
- D. implementing predictive function logic
Answer: C
Explanation:
Code scaffolding uses AI to generate the initial structure and boilerplate for a new component, such as a complete Python class for an API client based on a high-level description.
NEW QUESTION # 34
Which activity is an indirect prompt injection attack?
- A. The model generates a false fact.
- B. AI reads a poisoned data source.
- C. A user types a malicious command.
- D. A prompt forces AI to ignore safety filters.
Answer: B
Explanation:
An indirect prompt injection occurs when malicious instructions are hidden in external content that the AI reads or retrieves, causing the model to follow attacker-controlled instructions from a poisoned data source.
NEW QUESTION # 35
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