Method & System of Training an Encoder Classifier Model in Predicting Hallucination of a Machine Learning Model before Generation of a Query

Published in U.S. Patent Application (JPMorgan Chase & Co.), 2024

U.S. Patent App. 18/806,279 (Filed 2024-08-15).

Encoder classifier predicts hallucination risk before LLM generation, enabling proactive query handling.