MUMBAI, India, Sept. 7 -- Intellectual Property India has published a patent application (202641104142 A) filed by Shivanesh V; J Rajkarkee; Thirumalai Murugan R; M Revathi Devi; and G S Akila Gandhi on August 29, 2026, for System And Architecture For Deterministic Spatial Reasoning And Gpu Latency Reduction In Vision- Language Models Via Multi-Agent Orchestration.
Inventors include Shivanesh V; J Rajkarkee; Thirumalai Murugan R; M Revathi Devi; and G S Akila Gandhi.
The application for the patent was published on September 04, 2026, under issue no. 36/2026.
Abstract: System and architecture for reduction of computational latency and mitigation of spatial hallucinations in high resolution multi-modal remote sensing image processing. The system comprises an agentic controller module that is designed to intercept natural language queries and categorize them as semantic or deterministic spatial tasks. Semantic queries are sent to a neural network based vision-language model while complex spatial mathematical queries are bypassed and sent to lightweight deterministic CPU-bound geospatial processing modules. It dynamically allocates hardware resources, and shifts the math execution off the neural network, thus dramatically reducing GPU VRAM usage, avoiding out of memory (OOM) crashes when working with multi-gigabyte GeoTIFFs, and creating a mathematically deterministic, auditable execution trace for remote sensing analysis.
Disclaimer: Curated by HT Syndication.
