Chapter 2 · Lesson 1

Vague In, Vague Out

See why vague prompts create vague answers and how to fix them.

5 min · Reviewed July 2026

Scenario

You ask AI to "make a plan" and get something bland enough to ignore.

AI fills gaps with averages

When your request lacks context, the model guesses the most common version of the task. That usually produces safe, generic work.

Give the missing edges

Add audience, goal, constraints, format, and examples of what good looks like. Those details narrow the answer into something useful.

prompt choice

Which prompt is least likely to produce a generic answer?

Compare the prompts closely. Look for useful context, constraints, and a clear output.

Takeaway

Specific inputs create specific outputs.