OpenAI · Product manager · Product Sense

How would you improve ChatGPT?

Build a defensible answer, then pressure-test it in the same workspace where you can save the attempt.

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Independent practice preview

This is a constructed rehearsal, not an official company answer or a prediction of what an interviewer will ask.

Start with a position

Give the interviewer your decision before the framework.

I would improve ChatGPT by turning repeated conversations into explicit, user-controlled workflows with goals, sources, and completion states.

Preview the reasoning

Three moves to make the answer concrete.

01

Direct answer

  • Declare a point of view early; do not present an unranked feature list.
  • Anchor the answer on a knowledge worker trying to complete a real task across people and context.
02

Clarify the decision

  • Clarify whether the goal is adoption, task success, revenue, learning, or risk reduction.
  • Separate model capability constraints from product and go-to-market constraints.
03

Choose the user and unmet job

  • Name the user with the most acute and observable pain.
  • Describe the current workaround and why it fails.

Measurement check

A metric is useful only when it changes the decision.

North star
Weekly successful user outcomesMeasures whether a knowledge worker trying to complete a real task across people and context receives repeatable value.
Quality
Correction-free completion rateMakes trust and usability visible.
Guardrail
Severe failure and abandonment rateProtects against engagement rising while task success, understanding, or control declines.

Interviewer pressure test

Do not stop when the first answer sounds polished.

  1. Why prioritize a knowledge worker trying to complete a real task across people and context before an adjacent segment?
  2. What evidence would make you reject the thesis: “I would improve ChatGPT by turning repeated conversations into explicit, user-controlled workflows with goals, sources, and completion states.”?
  3. How would you test “an explicit task state with controllable context, verification, and a durable completion artifact” with two weeks and a small team?

Turn reading into retrieval

Close the guide. Give the answer in your own words.

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