Automation, AI, and the Human Analyst
Rules engines and anomaly detectors can flag outliers across millions of records before publication. Analysts then investigate signals, not spreadsheets. Where did automated controls free your team’s time, and which human judgment calls remained irreducible?
Automation, AI, and the Human Analyst
Models used in economic reporting must be explainable, monitored, and stress-tested for drift. Publish documentation, limits, and fallback plans. How do you balance predictive performance with interpretability when publishing metrics that guide public or investor decisions?