MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641079031 A) filed by Najassim Pasha on June 26, 2026, for A System And Method For Context-Adaptive Computational Reasoning Using Dynamic Assumption Dependency Networks.
Inventors include Najassim Pasha; Dr. Juin Choudhury; Sajita S Kori; Sana Naeem; and Dr. Nijaguna G.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: The invention provides a computer-implemented system and method for context-adaptive computational reasoning. A context acquisition module (110) receives contextual information from heterogeneous sources, and an assumption management module (120) generates computational assumption objects (122) each having a confidence value and supporting evidence (124). A dependency analysis module (130) builds a dynamic assumption dependency network (132) linking assumptions, evidence, confidence values and decision nodes (152). When a contextual variation is detected, a reasoning evaluation module (140), using an impact propagation sub- module (145), identifies only the affected subset of the network instead of full recomputation, and a decision update module (150) revises the affected decision nodes accordingly. An explainability module (160) maintains traceable relationships among the contextual information, assumptions, evidence and decisions, while a reasoning evolution memory (170) stores successive network states as
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