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Iteration

Improving a result over several rounds, using what you learned from each attempt to shape the next one.

Say it to an AI

My VLOOKUP returns #N/A although the order ID is in the lookup range. I've already set exact match (FALSE), TRIMmed both columns and locked the range with $. What's the next most likely cause, and how do I test for it?

How an expert would ask for the stronger version of “Spreadsheet lookup error”.

See it

Try it as a puzzle →

An office manager asks an AI why a VLOOKUP formula keeps returning #N/A.

Study A · the stronger one
Study B · the weaker one

Why: A treats the chat as the next round of debugging, picking up where the user's own attempts stopped; B starts over from zero.

Related words

  • Signal-to-noise ratio
  • Jargon
  • Audience
  • Specificity
  • Relevance
  • Scope
  • Success criteria
  • Context

Room 2 · Context & grounding

Learn “Iteration” in a five-minute lesson

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