Question 1

As a developer working on sensitive projects, you’re concerned about data privacy and how GitHub Copilot handles the data involved in generating code suggestions. You want to understand how Copilot protects your data and what happens to the code you write during the suggestion process. Which of the following statements correctly describe how GitHub Copilot handles data in its pipeline? (Select two)

Options :

A : GitHub Copilot uses differential privacy techniques to prevent the model from remembering specific data from individual sessions.

B : GitHub Copilot stores user credentials to provide personalized code suggestions

C : GitHub Copilot has access to the entire codebase in your private repositories at all times.

D : The suggestions generated by GitHub Copilot are always retained for future training of the AI model

E : GitHub Copilot only processes small snippets of code context rather than the entire project.

Answer: A,E

Question 2

When using GitHub Copilot Chat, which of the following slash commands can be used to ask for additional information or clarification about an unfamiliar function in the code?

Options :

A : /define

B : /clarifyFunction

C : /debug

D : /trace

Answer: D

Question 3

GitHub Copilot uses machine learning to provide code suggestions based on context within a code editor. Which of the following best describes how Copilot generates these suggestions while handling user data?

Options :

A : It sends portions of user code to a cloud-based model where the code is processed, and suggestions are returned. GitHub Copilot does not store this code data long-term.

B : It runs a local model on the user-s device, generating suggestions by processing the codebase within the local file system only.

C : It stores all user code and interactions indefinitely in the cloud, making it accessible to improve its machine learning model and generate future suggestions.

D : It uses a static model that generates suggestions solely based on hardcoded rules without any internet connectivity or data exchange with GitHub-s servers.

Answer: A

Question 4

You are using GitHub Copilot Chat while developing a new feature for your company's web application. The tool provides several code suggestions for you to consider. What options do you have when using GitHub Copilot Chat’s code suggestions?

Options :

A : You must accept the suggestions exactly as they are presented, with no option to edit before use

B : You can choose to have the suggestions automatically committed to the repository without review

C : You can directly accept, modify, or reject the code suggestions provided by Copilot Chat

D : You can only accept suggestions if they pass the project’s static analysis tool immediately

Answer: C

Question 5

A junior developer in your team is using GitHub Copilot for auto-generating code. The developer raises concerns about potential copyright violations and security risks in the AI-generated code. What actions should your team take to mitigate these potential harms?

Options :

A : Rely entirely on GitHub Copilot’s built-in filtering mechanisms to avoid generating insecure or copyrighted code.

B : Train developers to carefully review AI-generated code for security vulnerabilities, licenses, and ensure compliance with internal policies before using it in production.

C : Immediately stop using GitHub Copilot, as it is impossible to ensure compliance with copyright and security requirements in AI-generated code.

D : Only allow senior developers to use Copilot, since they are more likely to identify potential harms related to copyright and security.

Answer: B

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