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 · Collaboration Norms

Your lab has started letting an AI tool draft first-pass experimental protocols. What team norm did you put in place, or would you put in place, for who has to review and sign off before that protocol is actually run on the bench?

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

The norm I use is that the scientist who will actually run the experiment is also the one who has to read and approve the AI-drafted protocol line by line, not just skim the summar

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.