Grokking the AI System Design Interview
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The Three Question Families

Know the Vocabulary

This lesson uses the terms below many times. Read them once now, and come back here when a later section needs one.

  • Question family: One of three groups of AI design questions. The groups are sorted by what the model outputs.
  • Family test: The one question that sorts a design into a family: what does the model output? The answer is a number or a label, content, or actions.
  • Predictive system (Family 1): A system whose model outputs a number or a label, such as a delivery time or a fraud score. The product then acts on that output.

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