platform.openai.com/docs/gui… Optimizing LLMs for accuracy is hard - despite opening our talk at DevDay in November last year with those same words, achieving the right level of accuracy for production remains a challenge. I’ve tried to collect my learnings from the last year into our latest guide, Optimizing LLMs for Accuracy. The key sticking points are consistently: - Knowing how to start optimizing accuracy - When to use what optimization method - What level of accuracy is good enough for production This paper gives a mental model for dealing with all of these. Hope you enjoy, and please comment with any additional content you’d like to see - we’d love to share more of our learnings where they can help you.