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Cisco 810-110 Exam Syllabus Topics:

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

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Cisco AI Technical Practitioner Sample Questions (Q54-Q59):

NEW QUESTION # 54
Which workflow mechanism is being used when a company implements a policy where an AI agent can draft a customer email, but a human must authorize the transmission?

A. data lineage
B. drift monitoring
C. injection mitigation
D. approval gate

Answer: D

Explanation:
An approval gate requires human authorization before a high-impact or externally visible action is executed, such as sending an AI-drafted customer email.

NEW QUESTION # 55
Which protocol is commonly used for streaming telemetry in modern networks?

A. gRPC
B. ARP
C. Telnet
D. FTP

Answer: A

Explanation:
gRPC supports efficient real-time telemetry streaming in modern network automation environments.

NEW QUESTION # 56
Which metric is commonly used to evaluate classification models?

A. Packet TTL
B. Accuracy
C. Throughput only
D. Voltage

Answer: B

Explanation:
Accuracy measures how many predictions were correct out of total predictions.

NEW QUESTION # 57
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. providing inline co-pilot assistance
B. implementing predictive function logic
C. executing legacy code refactoring
D. performing code scaffolding

Answer: D

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 # 58
In an AI-powered automation workflow, what is the function of an approval gate?

A. to trigger automated completion notifications to project stakeholders
B. to apply human judgement before high-impact actions are executed
C. to ensure the internal logic of AI remains closed for modification
D. to automatically block deployments if system health alerts are active

Answer: B

Explanation:
An approval gate adds human review before an automated workflow performs a high-impact action, helping ensure that AI-driven decisions are checked for correctness, risk, and business impact before execution.

NEW QUESTION # 59
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