Explain the concept of overfitting in machine learning models and how to prevent it.

The pilotai AI pilotaiw interface features a prominently displayed pilotaiw question, a main video feed of the candidate, a smaller video feed of the AI pilotaiwer, and a countdown timer, creating a clear and focused environment for mock pilotaiws.