Prep Room
Coach note

AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

Create an account or sign in to see model answers and concept guides — and to track the questions you’ve practiced.

AI-ready · Error Handling

A customer tells you the AI shopping assistant on your site told them a product was machine-washable when it isn't, and they've already ruined it following that advice. Walk me through how you respond, and what you fix upstream.

0of ~160 wordsAbout a minute spoken
Type your answer

Voice isn’t supported in this browser — type your answer in the box.

Create a free account to get more critiques.

Your answer
Your answer appears here as you speak.
Model answerFree with an account

With the customer, I don't get defensive about the source of the bad advice — the assistant is ours, so the mistake is ours, and I make it right the same way I would if a store ass

The full answer — structure, worked example, likely follow-up.

Practice more

Thousands of questions, calibrated to your role — your progress saved across every session, with model answers and full breakdowns.