Can AI Predict Inflation?

This paper investigates the effectiveness of machine learning techniques, specifically Ridge regression and Bagging, in forecasting inflation in Slovakia. Using data from the National Bank of Slovakia, the study compares the predictive accuracy of AI-based models with traditional methods. Results indicate a significant improvement in forecasting performance, demonstrating the potential of machine learning in macroeconomic analysis.