CPMAI_V7 practice question 15 of 35

Your team is ready to operationalize the model they have been working on. It's a model that is meant to be used on an "edge device", specifically a mobile phone and the user may sometimes be in remote locations without regular access to the internet. What's the most important thing to consider here?

Full set: 100 questions

Answer options

A: Make sure that you can use Generative AI solutions on an edge device

B: Make sure the model lives in a hybrid environment

C: Make sure the model is available over a cloud-based API

D: Make sure the model lives on the edge device so it can be used regardless of internet connection Correct answer

Correct Answer:

D. Make sure the model lives on the edge device so it can be used regardless of internet connection

Explanation

For intermittent or no connectivity, CPMAI deployment guidance recommends placing the complete inference model on the edge device so predictions proceed locally without relying on cloud APIs or hybrid links.

Why Incorrect

A. Generative AI capability is irrelevant; the constraint is offline use.
B. A hybrid (edge + cloud) still fails when the device is offline.
C. Cloud-only APIs are inaccessible without the internet.

References

1. Cognilytica, “CPMAI v7 Methodology Guide,” §6.2 Edge & Embedded Deployment Considerations, p. 78, 2023.

2. University of Cambridge, “Edge AI Lecture Notes,” 2022, §2.1 Offline Inference Requirements.

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