The Measurement Catechism

1. What is the first step in ensuring the accuracy of an AI system before launching it?

Pick the worst-failure metric Shadow-run the system Build a gold set Watch behavioral signals

2. Why is it important to monitor override rates after the AI system has launched?

To ensure all AI suggestions are accepted To measure production output To identify degradation in the AI's performance To validate the gold set

3. What does the term 'drift' refer to in the context of maintaining AI accuracy?

New document formats or patterns the AI can't handle The AI's learning process Human review rates The quality of the gold set

4. What should NOT be included at the end of an answer in an interview?

A strong conclusion A question for clarification Confidence in the response 'I'm not really sure'