The ML team wants to use customer conversations to improve our models. What do you need to decide before saying yes?

The data flywheel is real, and so is the trust cost of getting consent wrong. The interviewer wants a decision framework: legal basis, contracts, user choice, de-identification and the value actually expected.

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