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Cisco 810-110 Exam Syllabus Topics:

Cisco AI Technical Practitioner Sample Questions:

Question 1

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

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

Question 2

A practitioner is estimating the operational cost of integrating a cloud-hosted LLM API into an application. How does tokenization influence the cost of using this API?

A. Tokenization increases cost by requiring additional GPU run time.
B. The number of tokens determines the per-request cost.
C. Tokenization has no impact because pricing is based on a flat-rate subscription.
D. Costs are determined by the number of API calls.

Question 3

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

Question 4

Which generative AI model family should be used for identifying and summarizing technical themes across thousands of unstructured network incident reports?

A. large language models
B. variational autoencoders
C. generative adversarial networks
D. diffusion models

Question 5

Which action demonstrates the principle of fairness in a generative AI deployment?

A. auditing model outputs for bias
B. requiring users to sign Acceptable Use Policies
C. redacting PII from the training dataset
D. hosting the model in a carbon-neutral data center

Solutions: