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Cisco 810-110 Exam Syllabus Topics:

Section	Weight	Objectives
AI for Data Research and Analysis		- Data exploration and transformation 1. Insight generation and validation 2. AI-assisted data cleaning
AI for Code and Workflow Optimization		- AI-assisted software development 1. Code generation and debugging 2. SDLC integration - Automation workflows 1. Workflow orchestration concepts 2. API integration basics
Generative AI Models	20%	- Context and retrieval systems 1. RAG, embeddings, vector databases 2. Context windows and token limits - Model fundamentals and use cases 1. Use cases: summarization, code generation, content creation 2. LLMs and diffusion models overview - Model hosting and architecture 1. Latency, cost, privacy considerations 2. Cloud vs local deployment trade-offs
Agentic AI Systems		- Agent architecture 1. Autonomous agents and orchestration 2. Multi-step reasoning workflows
Prompt Engineering	15%	- Prompting techniques 1. Few-shot prompting 2. Chained and iterative prompting - Security and robustness 1. Prompt injection risks 2. Mitigation and defensive prompting - Prompt design principles 1. Roles, instructions, constraints
Ethics and Security	15%	- Data privacy and governance 1. Secure AI data handling - AI security threats 1. Misinformation and hallucinations 2. AI-specific attack surfaces - Responsible AI principles 1. Fairness, transparency, accountability 2. Bias mitigation

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Cisco AI Technical Practitioner Sample Questions (Q18-Q23):

NEW QUESTION # 18
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?

A. cloud-based API with Zero Data Retention
B. managed SaaS AI platform with SOC 2 audit
C. hybrid deployment with cloud-based backup
D. local LLM deployment on internal hardware

Answer: D

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 # 19
Which Cisco technology is commonly associated with network observability and telemetry?

A. RIP v1
B. VLAN Trunking Protocol only
C. Spanning Tree Protocol
D. NetFlow

Answer: D

Explanation:
NetFlow provides visibility into traffic flows and is widely used for monitoring, analytics, and AI- driven operations.

NEW QUESTION # 20
What is occurring when an agent converts a CSV list into a Markdown table for a final report?

A. data classification
B. data filtering
C. data transformation
D. data quantization

Answer: C

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 # 21
Which Cisco solution helps automate network operations using AI insights?

A. Cisco Repeater Utility
B. Cisco Hub
C. Cisco DNA Center
D. Cisco BIOS Manager

Answer: C

Explanation:
Cisco DNA Center uses AI and analytics for intent-based networking and automation.

NEW QUESTION # 22
Which risk occurs when an AI model provides an outdated technical specification because it was trained before the new standard was released?

A. disinformation
B. data poisoning
C. misinformation
D. knowledge cut-off

Answer: D

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 # 23
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