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Cisco AI Technical Practitioner Sample Questions:

1. What is a use case for generative AI in the testing phase of the software development lifecycle?

A) drafting user stories
B) generating synthetic test data
C) generating automated documentation
D) performing static code analysis

2. Which AI-driven activity involves a developer providing runtime error logs to a model to receive an explanation of the root cause and a suggested fix?

A) automated unit testing
B) code scaffolding
C) AI-assisted debugging
D) continuous integration optimization

3. What is a purpose of providing a JSON schema when configuring tool use for an AI agent?

A) to encrypt the payload before it is sent to the external service
B) to reduce the token count of the agent's system prompt
C) to map relationships between multiple tools in an agent workflow
D) to define the required parameters and data types the agent must return

4. What is the role of an MCP server in the MCP open standard?

A) to provide the GUI for the end-user interaction
B) to expose tools and resources to an AI model
C) to route requests between different AI providers
D) to host the LLM and perform token inference

5. Why are embeddings essential to the retrieval phase of a RAG system?

A) They compress the prompt length.
B) They represent semantic meaning.
C) They reduce model hallucination.
D) They provide a keyword index.

Solutions: