- Robust evaluations allows you to systematically experiment with different configurations and prevent any regressions by helping objectively select the best choice.
- It helps you understand where your systems are going wrong, find the root cause(s) and fix them - long before your end users complain and potentially churn out.
- Evaluations like prompt injection and jailbreak detection are essential to maintain safety and security of your LLM applications.
- Evaluations help you provide transparency and build trust with your end-users - especially relevant if you are selling to enterprises.