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Cisco AI Technical Practitioner Sample Questions:

1. What is an advantage of cloud-hosted API services when comparing cloud-hosted and locally hosted AI models?

A) full control over data residency and privacy
B) lower network latency for all end users
C) rapid elastic scaling for unpredictable inference demand
D) elimination of per-token operational costs

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

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

3. Which metric is commonly used to evaluate classification models?

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

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

5. What is the role of embeddings in AI systems?

A) Encrypting traffic
B) Representing data numerically in vector space
C) Compressing logs
D) Assigning IP addresses

Solutions: