Module 2.2 · Topic 1

What Context Is and Why It Matters

Bottom Line Up Front: Context (facts, documents, background) shapes output far more than prompt wording. Design what AI knows, not just how you ask it. Same prompt → different outputs depending on context. Excellent…

1.1 The Relationship Between Prompts and Context

Weak output? Instinct: rewrite prompt. Reality: check context first. Context supplies the knowledge underpinning an AI action; prompting supplies direction. Relevant context with a weak prompt beats missing or wrong context connected to a strong prompt. Always check context before adjusting prompts.

1.2 How Context Shapes Every AI Response

Learn by experiment: change context only, keep prompt identical, observe output shift.

Sample prompt:

Upload a process document. Ask: "Identify three bottlenecks." Modify the document (remove a section). Ask the same question again. Compare responses.

What to expect:

First response references the section you removed. Second response misses it. Proof: context, not prompt, determines the answer.

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