MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202611083268 A) filed by Noida Institute Of Engineering And Technology Niet on July 07, 2026, for Adaptive Hierarchical Evidence-Guided Multi-Agent Oversight Framework.
Inventors include Dr. Sangeeta Arora; and Tushar.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: An adaptive hierarchical evidence-guided multi-agent oversight framework (100) for scalable AI oversight under capability asymmetry. The framework (100) comprises a hierarchical reasoning engine (120) that decomposes disagreements between consultant agents into a tree-structured hierarchy of independently verifiable sub-cruxes, an adaptive trust modeling module (130) that dynamically computes trust scores based on action-type-specific calibration, an external evidence integration module (140) that retrieves and validates evidence from external knowledge sources to verify disputed cruxes, a probabilistic belief tracking module (150) that maintains Bayesian belief distributions updated through weighted inference, a learning-based interaction controller (160) that adaptively determines interaction policies using reinforcement learning, a long-term memory module (170) for cross-session pattern persistence, and a judge interface module (180) that presents simplified verification tasks to a weak judge. The framewor
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