Thoughtful Comics 09 · Context & grounding

What Information Should I Include When Asking AI For Help?

Give AI the objective, audience, relevant context, constraints, and trusted sources for a useful answer.

A four-panel comic. Panel 1. The reader: “Why does this proposal feel unrelated to the customer?” The robot: “I know the task, but I am missing the context and constraints that make it specific.” Panel 2. The reader: “What should I include?” The robot: “State the objective, audience, relevant context, constraints, and required output.” Panel 3. The reader: “Should I upload every document just in case?” The robot: “No. Too much irrelevant context can hide the important signal and make the answer worse.” Panel 4. The reader: “I will use a short brief and identify which sources are authoritative.” The robot: “That gives me better grounding and gives you a clearer result to review.” Glossary. Objective: The result the task is meant to achieve. Context: Background information the AI needs for the current task. Constraint: A requirement or boundary the output must respect. Grounding: Connecting an AI answer to specific, trusted information.
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The takeaways

  1. 01A task without relevant context can produce a generic answer.
  2. 02A useful brief names the objective, audience, context, constraints, and output.
  3. 03Include relevant information rather than everything available.
  4. 04A concise brief and trusted sources improve grounding and review.
Read this comic as text
  1. Reader Why does this proposal feel unrelated to the customer?

    Robot I know the task, but I am missing the context and constraints that make it specific.

    Takeaway: A task without relevant context can produce a generic answer.

  2. Reader What should I include?

    Robot State the objective, audience, relevant context, constraints, and required output.

    Takeaway: A useful brief names the objective, audience, context, constraints, and output.

  3. Reader Should I upload every document just in case?

    Robot No. Too much irrelevant context can hide the important signal and make the answer worse.

    Takeaway: Include relevant information rather than everything available.

  4. Reader I will use a short brief and identify which sources are authoritative.

    Robot That gives me better grounding and gives you a clearer result to review.

    Takeaway: A concise brief and trusted sources improve grounding and review.

Objective
The result the task is meant to achieve.
Context
Background information the AI needs for the current task.
Constraint
A requirement or boundary the output must respect.
Grounding
Connecting an AI answer to specific, trusted information.

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