AI answers would reduce clicks on the surface that earns most of our revenue. Do we ship them?

If you don't answer the question, someone else's assistant will. Ship behind a long holdout with revenue per session as the guardrail, and build the replacement monetisation before scaling.

Updated Nov 2026 · Original practice questions with worked answers and teaching rubrics. Our editorial policy explains the sources, review process and limits.