MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202631085091 A) filed by National Institute Of Technology Jamshedpur on July 11, 2026, for Retrieval-Augmented Multi-Agent Verification And Hallucination Reconstruction System For Healthcare Conversational Artificial Intelligence.
Inventors include Mrs. Neelam Kumari; Dr. Gopa Bhaumik; Dr. Dilip Kumar Shaw; and Dr. Amit Majumder.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention generally relates to a retrieval-augmented multi-agent verification and hallucination reconstruction system for healthcare conversational AI manages healthcare-related user queries through a pipelined, high-reliability architecture. The system processes a user query via user interface, natural language understanding, and dialogue management modules to generate a dialogue action plan. A retrieval module executes optimized searches across an updated knowledge repository to extract scored healthcare evidence. A natural language generation module synthesizes an initial response draft using this evidence. Crucially, a multi-agent verification module independently evaluates the draft against distinct clinical validation vectors. A hallucination detection module localizes unreliable claims, which a selective reconstruction module corrects using the retrieved evidence while preserving validated text. Finally, a confidence arbitration module resolves agent conflicts to compute an overall reliability score, and a risk-adaptive response module applies dynamic safety guardrails based on risk categories before delivering the finalized response via a delivery interface.
Disclaimer: Curated by HT Syndication.
