Type-Safe Is Not Error-Free

LLM classifiers need robust evaluation beyond valid output formats

Many LLM applications that function as classifiers, such as ticket routing or content moderation, are implemented without the standard safeguards of classification tasks. These safeguards include clear label definitions…