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Cisco AI Technical Practitioner Sample Questions:

1. Which software development lifecycle phase utilizes AI to analyze stakeholder documentation for logical inconsistencies and to draft structured user stories?

A) testing
B) implementation
C) maintenance
D) requirements

2. Why is a Human-in-the-Loop workflow essential when an AI agent has write access to a production database?

A) to serve as a safety gate against unintended data modifications
B) to provide administrative credentials required to bypass MFA requirements
C) to allow the AI agent to bypass the integrity constraints of the database
D) to allow the AI agent to automatically resolve transaction deadlocks

3. What is a difference between generative AI and agentic AI?

A) Generative AI produces single-turn responses and agentic AI executes multi-step reasoning loops.
B) Generative AI uses retrieval-augmented generation and agentic AI does not support external data sources.
C) Generative AI requires tool access and agentic AI relies on its training data.
D) Generative AI operates autonomously and agentic AI requires a prompt for each action.

4. How does context window management help control the cost of a long-running AI conversation?

A) by switching to an algorithm that reduces the character-to-token ratio
B) by capping the cumulative number of input tokens sent with each new prompt
C) by automatically switching to a lower-cost model as the conversation history grows
D) by increasing the context window size to reduce the total number of API calls

5. What is aggregation bias in the context of AI-assisted data analysis?

A) when AI uses summary statistics instead of raw data
B) when data is omitted due to incompatible formats
C) when a summary masks subpatterns
D) when AI fails to combine conflicting patterns

Solutions: