Why Your LLM Classification Pipeline Fails on Edge Cases (and How to Fix It)

A Harvard study recently made waves: OpenAI's o1 model reportedly diagnosed 67% of emergency room patients correctly, compared to 50-55% accuracy from triage doctors. Whether or not that number holds up under scrutiny, it highlights something develop...