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1.5. Reflection Checkpoint: Planning Mastery

Checkpoint Questions:

  1. A website needs to detect adult content in uploaded images with minimal development. Which service and why?

  2. You need to authenticate an Azure App Service to Azure AI services with minimal administrative effort and least privilege. What approach?

  3. What are the two prerequisites for enabling diagnostic logging on an Azure AI resource?

  4. Users report that some images fail after implementing Content Safety. What's the first troubleshooting step?

  5. What three actions ensure a generative AI model produces safe outputs?

Answers:
  1. Azure Vision Image Analysis - pre-built adult content detection, no training needed
  2. Enable Managed Identity on App Service, assign RBAC role to the AI resource
  3. Azure Storage Account AND Log Analytics Workspace
  4. Adjust the severity level - it may be too restrictive for legitimate content
  5. Red team exercises + Content Safety APIs + Document decision-making logic