Discuss the role of training data in the performance of AI systems.
Training data plays a pivotal role in determining the performance of AI systems. The quality, diversity, and volume of data directly influence how well the model can learn patterns and make predictions. A well-curated dataset enables the AI to generalize effectively, yielding accurate results in various applications. Conversely, biased or insufficient training data can lead to poor performance and skewed outcomes, underscoring the importance of data selection in the development of AI.