Real-Time Trustworthiness Scoring for LLM Structured Outputs and Data Extraction

Hui Wen Goh, Jonas Mueller

Structured Outputs from current LLMs exhibit sporadic errors, hindering enterprise AI deployment. We present CONSTRUCT, a real-time uncertainty estimator that scores the trustworth…