Quiz 2026 Useful Cisco Question 810-110 Explanations

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| Section | Weight | Objectives |
|---|
| Topic 1: Generative AI Models | 20% | - Model hosting strategies
- 1. Cost, latency, privacy, and scalability considerations
- 2. Cloud-based vs. local deployments
- Common use cases
- 1. Text summarization
- 2. Code generation
- 3. Content creation
- Major generative model families
- 1. Large language models (LLMs)
- 2. Diffusion models
- Context windows and token management
- 1. Token limits
- 2. Response management
- Model selection
- 1. Selection from AI hubs
- 2. Reasoning and multimodal tasks
- Retrieval Augmented Generation (RAG)
- 1. Embeddings
- 2. Grounding AI outputs in external knowledge
- 3. Vector databases
|
| Topic 2: AI Ethics and Security | | - Ethical considerations in AI
- 1. Transparency and explainability
- 2. Bias and fairness
- Security threats and mitigations
- 1. Model security
- 2. Data privacy
|
| Topic 3: Data Research and Analysis | | - Data collection and preparation
- 1. Data gathering methodologies
- 2. Data cleaning and preprocessing
- Data analysis techniques
- 1. Data visualization
- 2. Statistical analysis
|
| Topic 4: AI for Code and Workflow Optimization | | - AI-assisted code development
- 1. Code generation
- 2. Code review and debugging
- Workflow automation
- 1. Task optimization
- 2. Process automation
|
| Topic 5: Agentic AI | 20% | - Data transformation and mapping - 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. Context in agentic AI
- 2. MCP framework primitives
|
| Topic 6: Prompt Engineering | 15% | - Security and safety
- 1. Improving response accuracy
- 2. Defensive prompting methods
- 3. Reducing hallucinations
- 4. Prompt injection attacks
- Prompt structures
- 1. Audio generation
- 2. Text generation
- 3. Image generation
- Prompting techniques
- 1. Iterative prompting
- 2. Few-shot prompting
- 3. Chained prompting
- Principles and patterns
- 1. Constraints
- 2. Instructions
- 3. Roles
|
>> Question 810-110 Explanations <<
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Cisco AI Technical Practitioner Sample Questions (Q67-Q72):
NEW QUESTION # 67
A practitioner uses self-consistency by running the same prompt three times and comparing the results. What is the goal of this strategy?
- A. to bypass the context window
- B. to increase the response speed
- C. to verify the output reliability
- D. to increase the model creativity
Answer: C
Explanation:
Self-consistency compares multiple responses to the same prompt to check whether the model produces stable, reliable results across repeated runs.
NEW QUESTION # 68
What is the benefit of AI Ops (AIOps) in networking?
- A. Automates monitoring and incident analysis
- B. Eliminates all routers
- C. Removes cloud computing
- D. Disables telemetry
Answer: A
Explanation:
AIOps uses AI to improve IT operations, detect anomalies, and accelerate troubleshooting.
NEW QUESTION # 69
What is a corporate data privacy risk when using a public AI chatbot?
- A. The AI will provide hallucinated technical specifications.
- B. The data will be encrypted at rest instead of in transit.
- 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 # 70
Which algorithm category is used when no labels exist in data?
- A. Unsupervised learning
- B. Reinforcement learning only
- C. Supervised learning
- D. Deterministic routing
Answer: A
Explanation:
Unsupervised learning discovers patterns or groupings without labeled outputs.
NEW QUESTION # 71
A practitioner is using AI to analyze customer support tickets and usage data to compare customer complaint patterns across segments. According to the 4-step EDA methodology, what is the next action after generating a high-level summary of the feedback?
- A. hypothesize
- B. orient
- C. visualize
- D. correlate
Answer: A
Explanation:
In the 4-step EDA methodology, after orienting with a high-level summary, the next step is to form hypotheses about possible patterns or relationships in the data, such as why complaint patterns differ across customer segments.
NEW QUESTION # 72
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