The next morning, the training session kicked off at 9 a.m. The new hires—engineers, product managers, and data scientists—logged into the virtual classroom. Maya’s quiz appeared on the screen, bright and clean, each question flashing for exactly 45 seconds. The “coffee bias” joke in Q3 drew a chuckle, and the subsequent explanations sparked a lively chat in the chat box about how to request a fairness audit.
: By default, questions follow the chronological order of the book, making them highly logical to answer.
Even when the same question appears, the order of multiple-choice options (A, B, C, D) is shuffled. A key that says "Answer: A" is useless because the correct answer might be in position C on your screen.
Recommendations for learners
Maya made the suggested tweak: she altered the wording of the third option in Q5 to make it clearly wrong, preserving the subtlety that makes a good distractor but not so subtle that it’s ambiguous.