MUMBAI, India, Aug. 10 -- Intellectual Property India has published a patent application (202621073887 A) filed by Symbiosis International Deemed University on June 12, 2026, for An Efficiency-Driven Framework And Method For Concise Code Generation And Performance Evaluation Using Artificial Intelligence.
Inventors include Dr. Princy Diwan; Jay Thakare; Devansh Gawali; and Aditya Gurve.
The application for the patent was published on July 31, 2026, under issue no. 31/2026.
Abstract: ABSTRACT AN EFFICIENCY-DRIVEN FRAMEWORK AND METHOD FOR CONCISE CODE GENERATION AND PERFORMANCE EVALUATION USING ARTIFICIAL INTELLIGENCE The present invention discloses an efficiency-driven artificial intelligence system (100) and method for concise code generation and performance evaluation. The system (100) comprises an input module (110) for receiving and standardizing programming problem statements, an AI processing unit (120) with a large language model for generating initial code outputs, an optimization layer (130) for removing non-executable textual elements including explanations, comments, and reasoning narratives from the generated output to produce refined execution-ready code, an execution engine (140) for running the refined code in a sandboxed environment against predefined test cases, and a performance evaluation module (150) for computing comprehensive metrics including execution time, token usage, accuracy, and a composite efficiency score. The system (100) further includes a visualization module (160) for comparative performance analysis across multiple AI models. [
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