Intellectual Property India Publishes Patent Application for Ledger-Governed Neural-Network Inference With Deterministic Multi-Tier Memory Control Under A Hard Resident-Memory Limit

MUMBAI, India, Oct. 12 -- Intellectual Property India has published a patent application (202611102727 A) filed by Pranay Singh Parihar on August 25, 2026, for Ledger-Governed Neural-Network Inference With Deterministic Multi-Tier Memory Control Under A Hard Resident-Memory Limit.

Inventor includes Pranay Singh Parihar.

The application for the patent was published on October 09, 2026, under issue no. 41/2026.

Abstract: A ledger-governed runtime executes a neural-network inference workload under a hard resident-memory limit. Model and request information yield a concurrent inventory of parameter, persistent-state, graph, scratch, staging, overhead and safety resources. Complete resident and segmented candidates generated by a candidate ge...