Azure OpenAI Service, Copilots & GenAI Management

Question 1

What is the main advantage of using 'Azure OpenAI Service' instead of using the public OpenAI API directly for a company?

Accepted Answer

Enterprise-grade security, compliance, and data privacy (data does not train the public model).

Answer

It is free.

Answer

It has newer models than OpenAI.

Answer

It does not require writing code.

Question 2

Which Azure OpenAI feature allows you to connect a GPT-4 model to your own internal PDF documents so it can answer questions about them?

Accepted Answer

Azure OpenAI on your data (Add your data)

Answer

Fine-tuning

Answer

Content Filters

Answer

DALL-E integration

Question 3

Which service is required to index your documents when using the 'Azure OpenAI on your data' feature?

Accepted Answer

Azure AI Search

Answer

Azure SQL Database

Answer

Azure Cosmos DB

Answer

Azure Data Factory

Question 4

Which Azure web tool provides an interface to experiment with prompts, test models, and configure safety filters without writing code?

Accepted Answer

Azure OpenAI Studio

Answer

Azure Portal

Answer

Visual Studio Code

Answer

Azure CLI

Question 5

What are the four main categories detected by the Content Safety Filters in Azure OpenAI?

Accepted Answer

Hate, Sexual, Violence, Self-harm

Answer

Politics, Religion, Sports, Finance

Answer

Spam, Phishing, Malware, Virus

Answer

Joy, Sadness, Anger, Fear

Question 6

What is a 'Microsoft Copilot'?

Accepted Answer

An AI assistant integrated into applications (like Microsoft 365, GitHub, Windows) to help users with complex tasks.

Answer

An autopilot for drones.

Answer

A network security system.

Answer

A cloud database.

Question 7

If you want to reduce the repetitiveness of the model's responses (prevent it from repeating the same words), which parameters should you adjust?

Accepted Answer

Frequency Penalty and Presence Penalty

Answer

Temperature and Top-P

Answer

Max Tokens

Answer

Stop Sequences

Question 8

How is Azure OpenAI Service usage billed?

Accepted Answer

Per 1,000 tokens processed (input + output).

Answer

Per server hour usage.

Answer

Per number of users.

Answer

It is a flat monthly fee.

Question 9

What is a 'Jailbreak' in the context of LLMs and how does Azure OpenAI help prevent it?

Accepted Answer

An attempt to manipulate the prompt to make the model ignore its safety rules. Azure uses Jailbreak detectors.

Answer

A server error.

Answer

A way to get free access.

Answer

A type of open-source model.

Question 10

To use Azure OpenAI, what prerequisite is currently necessary?

Accepted Answer

Submit an access request form and be approved by Microsoft.

Answer

Have an AI-900 certification.

Answer

Use Windows 11.

Answer

Have a GitHub account.