A Framework for Building Micro Metrics for LLM System Evaluation
Key Takeaways Each problem in the AI space has unique challenges. Once you’ve been serving production traffic, you’ll find edge cases and scenarios you want to measure. Consider models as systems: LLMs are part of broader systems. Their performance and reliability require careful observability, guardrails, and alignment with user and business objectives. … Read more