MUMBAI, India, June 27 -- Intellectual Property India has published a patent application (202321087106 A) filed by Tata Consultancy Services Limited, Maharashtra, on Dec. 20, 2023, for 'selection-optimization-fine-tuning of ai models for nuanced task by analyzing the nuanced task using lri-decnn.'
Inventor(s) include Sivakumar, Narendran; Viswanathan, Sankaranarayanan; Kannan, Radhika; and Ramasamy Venkada, Subramanian.
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: "Currently task automation is in its initial stage. Understanding task complexity/requirements, effectiveness/efficiency of automation using best models to automate the task and performance of such task automation approaches are being explored. A method and system for selection-optimization-fine-tuning of Artificial Intelligence (AI) models for nuanced task by analyzing the nuanced task using Logic and Rule Integrated Decoder Neural Network (LRI-DecNN) is disclosed. The system performs tasks analysis using the LRI-DecNN, AI augmentation suitability check and constructs agent chain of subtasks using meta-mixture technique tailored to specific enterprise needs. Thereafter, the most appropriate generative AI model is selected and fine-tuned for the task at hand using Blackbox estimation. The task is executed and monitored for optimal performance."
Disclaimer: Curated by HT Syndication.
