Artificial Intelligence (417) — CBSE Class 10 board question

Use of Problem Statement Template (4Ws of Problem Scoping):

A problem statement template helps clearly define and scope a problem by addressing four key questions — Who, What, Where, and Why. It ensures that all relevant aspects of the problem are considered before developing an AI solution, providing a structured and focused starting point for the AI Project Cycle.

Problem Statement Template:

| Key Element | Description |
|---|---|
| Who | Who is affected by the problem? (Target users/stakeholders) |
| What | What is the problem? (Core issue to be solved) |
| Where | Where does the problem occur? (Context/environment) |
| Why | Why does it matter? (Impact/importance of solving it) |

By filling in all four elements, the problem statement becomes clear, specific, and actionable, guiding the subsequent stages of the AI Project Cycle effectively.

Source: Chapter 1 — AI Project Cycle, Problem Scoping

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• The examiner expects you to name and explain the 4Ws and present the template as a table or labelled diagram.
• Always link the template's purpose to problem scoping — it helps set the goal of the AI project.
• Avoid writing lengthy paragraphs; a neat table earns full marks for the diagram part.
• The 4Ws are standard: Who, What, Where, Why — memorise these exactly.