MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202641070980 A) filed by Jain Deemed-To-Be University; Sriharsha Ganjam Sb; Dr Shradha Kanwar; Dr Sujay Nair; and Dr Sagar Gulati on June 08, 2026, for System And Method For Socratic Assimilation Governance And Evaluation Using Artificial Intelligence.
Inventors include Sriharsha Ganjam Sb; Dr Shradha Kanwar; Dr Sujay Nair; and Dr Sagar Gulati.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: The present invention discloses a computer-implemented Socratic Assimilation Governance and Evaluation system (100) comprising teacher device (101), student device (102), content ingestion module (110), concept graph and embedding engine (120), vector database (125), Socratic dialogue interface (130), dialogue governance engine (140), state vector enl?,ine (150), feature extraction layer (160), concept activation engine (170), scoring and proficiency engine (180), and dashboard/reporting modules (190, 200). The system converts teacher content into concept embeddings, conducts identity-anchored Socratic dialogue, extracts engagement, concept coverage and cognitive effort signals, activates concepts using threshold similarity logic, updates a state vector, computes normalized assimilation scores, assigns 1---- - concept-levt;l-proficit;ncy -grades,-and-f!ags-of:tloading-risk~l=he-an~hitecttJre--cre:;~tes-a-transparent, auditable assessment layer independent of mere answer correctness.
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