The article "Machine Learning Students Overfit to Overfitting" discusses how some students struggle to understand the concept of overfitting in machine learning. The researchers identify common misunderstandings and provide recommendations to improve student comprehension. They address misconceptions about overfitting, solutions to overfitting, and common mistakes that are often confused with overfitting issues. The goal is to help students grasp this important topic more effectively.