COVE: A Task-Adaptive, Code-Based Ensemble for Proactive Verification of LLM Outputs

Anjaney Shrivastava, Dharmala Hrudai Aditya

Large Language Models (LLMs) are now embedded in enterprise workflows, yet their outputs remain prone to hallucinations: plausible-sounding but factually incorrect or malformed con…