MUMBAI, India, June 27 -- Intellectual Property India has published a patent application (202321087441 A) filed by Tata Consultancy Services Limited, Maharashtra, on Dec. 20, 2023, for 'systems and methods for ideation of research proposal using large language models agent-based architecture.'
Inventor(s) include Nigam, Harshit; Patwardhan, Manasi Samarth; Vig, Lovekesh; and Shroff, Gautam.
The application for the patent was published on June 27, under issue no. 26/2025.
According to the abstract released by the Intellectual Property India: "Ideation phase of research life cycle is challenging for researchers. The present disclosure provides a system and method for ideation of research proposal using a large language models (LLM) agent-based architecture. Ideation process is emulated using the LLM agent-based architecture having a colleague persona and mentor personas to execute a motivation validation and method synthesis. The motivation validation and the method synthesis engage users in an interactive manner to develop a research proposal document. The research proposal document comprises a validated motivation and a set of plausible solutions addressing a research problem based on a plurality of tasks performed by agents of the LLM agent-based architecture. The present disclosure alleviates hallucinations of LLMs, addresses unanswerability, and ensure relevant outcomes using two-stage aspect based retrieval where first stage introduces higher recall reducing False Negatives and correcting False Positives and second stage provides more precise fine-grained aspect based retrieval."
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