MUMBAI, India, Feb. 13 -- Intellectual Property India has published a patent application (202641007499 A) filed by Vellore Institute Of Technology, Vellore, Tamil Nadu, on Jan. 26, for 'system for autonomous multi-agent self-supervised research gap identification and idea generation.'

Inventor(s) include Dr. S. Subashanthini.

The application for the patent was published on Feb. 13, under issue no. 07/2026.

According to the abstract released by the Intellectual Property India: "The present invention relates to an autonomous multi-agent artificial intelligence system (100) for self-supervised identification of research gaps and generation of research ideas. The system (100) comprises an ingestor agent (104) configured to acquire and preprocess research documents (102), a semantic mapper (106) configured to generate semantic representations of the documents, and a gap analyzer (108) configured to identify research gaps (110) based on sparsity and disconnection within a semantic topic map. An explainability module (112) associates each identified research gap with traceable analytical information, while an ideation agent (114) generates research ideas corresponding to the identified gaps. The agents operate autonomously through coordinated interaction and enable continuous refinement through feedback-driven parameter adjustment without manual retraining."

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