It's crucial to understand the peculiar behaviors of your model, even when it continues to generate value. By diving into the underlying reasons for these anomalies, you can enhance your evaluation process and ensure better outcomes. The journey of discovery is essential for maintaining fairness and effectiveness in AI systems.
