1. Define Goals Before diving into performance evaluations, it’s essential to define clear, measurable goals for your AI system. This means understanding what success looks like for your specific application—whether it’s maximizing accuracy, minimizing error rates, or ensuring fairness across different demographics. Without clear objectives, it’s challenging to determine if your AI is performing well