MUMBAI, India, May 1 -- Intellectual Property India has published a patent application (202621028044 A) filed by Prof. Rupali Mahajan; Roshan Mushtaq Patel; Faaiz Adeeb Asadullah Khan; Kavya Mohan Mesharam; and Om Subhash Mude, Pune, Maharashtra, on March 10, for 'deepthink: a multi-agent reasoning system with parallel framework exploration and iterative structured solution pooling.'
Inventor(s) include Prof. Rupali Mahajan; Roshan Mushtaq Patel; Faaiz Adeeb Asadullah Khan; Kavya Mohan Mesharam; and Om Subhash Mude.
The application for the patent was published on May 1, under issue no. 18/2026.
According to the abstract released by the Intellectual Property India: "The present invention discloses "Deepthink," a multi-agent reasoning system designed to solve complex problems by separating strategic generation from execution to prevent premature convergence. The system features a dual-track architecture: Track A generates and executes diverse strategic frameworks in parallel, while Track B independently tests hypotheses to create a validated "Knowledge Packet." A core innovation is the Structured Solution Pool, which enforces diversity by algorithmically requiring agents to generate orthogonal solutions with distinct methodologies and final answers. The system further integrates a Red Team module for adversarial strategy filtering and a Post-Quality Filter that functions as a meta-learning loop to autonomously evaluate and replace flawed strategies based on execution quality. This architecture optimizes reasoning depth and accuracy for advanced mathematical, coding, and logical challenges."
Disclaimer: Curated by HT Syndication.
