Why does interpretability matter in LLM extraction systems?

Adaptive extraction systems usually improve through opaque model updates, which are hard to audit. DySECT instead accumulates knowledge in an explicit knowledge base that humans can inspect and edit, so extraction improves over time while oversight stays in the loop.