Verified and Updated Cisco 810-110 Exam Questions & Answers

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| Section | Weight | Objectives |
|---|
| Topic 1: Prompt Engineering | 15% | - Prompt structures
- 1. Image generation
- 2. Audio generation
- 3. Text generation
- Prompting techniques
- 1. Few-shot prompting
- 2. Chained prompting
- 3. Iterative prompting
- Security and safety
- 1. Defensive prompting methods
- 2. Improving response accuracy
- 3. Reducing hallucinations
- 4. Prompt injection attacks
- Principles and patterns
- 1. Instructions
- 2. Constraints
- 3. Roles
|
| Topic 2: AI Ethics and Security | | - Security threats and mitigations
- 1. Model security
- 2. Data privacy
- Ethical considerations in AI
- 1. Bias and fairness
- 2. Transparency and explainability
|
| Topic 3: Generative AI Models | 20% | - Common use cases
- 1. Text summarization
- 2. Content creation
- 3. Code generation
- Model selection
- 1. Reasoning and multimodal tasks
- 2. Selection from AI hubs
- Major generative model families
- 1. Diffusion models
- 2. Large language models (LLMs)
- Retrieval Augmented Generation (RAG)
- 1. Embeddings
- 2. Grounding AI outputs in external knowledge
- 3. Vector databases
- Model hosting strategies
- 1. Cloud-based vs. local deployments
- 2. Cost, latency, privacy, and scalability considerations
- Context windows and token management
- 1. Token limits
- 2. Response management
|
| Topic 4: Data Research and Analysis | | - Data analysis techniques
- 1. Statistical analysis
- 2. Data visualization
- Data collection and preparation
- 1. Data cleaning and preprocessing
- 2. Data gathering methodologies
|
| Topic 5: Agentic AI | 20% | - Differentiation from Generative AI
- 1. Autonomous capabilities
- 2. Use cases comparison
- AI agent design principles
- 1. Human-in-the-loop (HITL) strategies
- 2. Orchestration
- Model Context Protocol (MCP)
- 1. MCP framework primitives
- 2. Context in agentic AI
- Data transformation and mapping
|
| Topic 6: AI for Code and Workflow Optimization | | - Workflow automation
- 1. Task optimization
- 2. Process automation
- AI-assisted code development
- 1. Code generation
- 2. Code review and debugging
|
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Cisco AI Technical Practitioner Sample Questions (Q72-Q77):
NEW QUESTION # 72
Which strategy should be used to mitigate hallucinations when asking an AI to summarize a specific technical document?
- A. removing negative constraints
- B. requesting citations for the summary
- C. increasing the model creativity
- D. using a short system prompt
Answer: B
Explanation:
Requesting citations grounds the summary in the provided technical document and makes the model support its claims with specific source references, reducing the chance of unsupported or fabricated content.
NEW QUESTION # 73
What is the purpose of a vector database in a RAG architecture?
- A. to manage the context window
- B. to store numerical representations of data
- C. to allocate resources for response generation
- D. to perform model weight updates
Answer: B
Explanation:
A vector database stores embeddings, which are numerical representations of data, so a RAG system can retrieve semantically relevant information for grounding the model's response.
NEW QUESTION # 74
How does a coordinator agent function in a multi-agent AI framework?
- A. It fine-tunes each agent's model weights to optimize performance on assigned tasks.
- B. It serves as the external data source that each agent queries for grounding information.
- C. It replaces the need for multiple agents by handling tasks within a single reasoning loop.
- D. It orchestrates task delegation across specialized agents and aggregates the outputs.
Answer: D
Explanation:
A coordinator agent manages the overall workflow by assigning tasks to specialized agents, coordinating their interactions, and combining their outputs into a final result.
NEW QUESTION # 75
What is the role of embeddings in AI systems?
- A. Assigning IP addresses
- B. Compressing logs
- C. Encrypting traffic
- D. Representing data numerically in vector space
Answer: D
Explanation:
Embeddings convert text or objects into vectors that capture semantic meaning.
NEW QUESTION # 76
What is a corporate data privacy risk when using a public AI chatbot?
- A. The data will be encrypted at rest instead of in transit.
- B. The AI will provide hallucinated technical specifications.
- C. The AI will provide biased technical advice.
- D. The input data may be used for model training.
Answer: D
Explanation:
A public AI chatbot may retain submitted corporate data or use it to improve model training, which can expose confidential, proprietary, or regulated information outside the organization's control.
NEW QUESTION # 77
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