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AI-103 practice examsFinished

Microsoft Certified: Azure AI Apps and Agents Developer Associate

Microsoft · intermediate · 100 minutes

Building AI apps and agents on Microsoft Foundry: choosing, deploying and securing models and tools, responsible AI, generative apps and agents, image and video generation and multimodal understanding, text and speech, and retrieval and document extraction.

What you get

622practice questions
10full papers of 60
14course chapters · 3 hours
100%answers explained

Papers are cut from the bank and weighted like the real exam, and no question appears in two of them. Every wrong answer comes back on later days until you have it right.

What the exam covers

From Microsoft’s published outline, read on 21 September 2026 (the vendor dates it 7 July 2026). Vendor page

Plan and manage an Azure AI solution25-30%
Implement generative AI and agentic solutions30-35%
Implement computer vision solutions10-15%
Implement text analysis solutions10-15%
Implement information extraction solutions10-15%

Two sample questions

Two of the 622, with the answer and the explanation.

1. What is the risk of a very high max_tokens with high temperature?

  1. The deployment changes region to find more capacity
  2. Long, rambling and less predictable output — correct
  3. The keys rotate automatically
  4. The index needs rebuilding

Why: Loose limits and high randomness reduce control.

2. A new Toolbox version is promoted to default. What do agents using it need?

  1. Nothing at all — correct
  2. A redeployment of each agent
  3. New credentials for the tools
  4. A change to the agent code

Why: Agents keep the same endpoint and pick up the promoted version automatically.

The real AI-103 exam

Length100 minutes
QuestionsNot published by Microsoft; commonly reported as 40-60
Pass mark700 of 1000
Price$165 USD
Recommended before you sit itNone, though experience with Python or C# and the Azure portal is assumed.
Valid for1 year, renewed free online

Exam facts as published by Microsoft; always check the vendor’s page before you book.

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