PATENT

Patent Abstract

Systems and Methods for Deterministic Staged Context Orchestration for Large Scale Multimodal AI Reasoning Systems

Patent application 202641041011 in the Manish KL patent portfolio, covering multimodal context orchestration and related technical systems.

202641041011 2026-03-31 Multimodal Context Orchestration

Summary

Overview

A deterministic context control plane manages active evidence in large reasoning systems through typed packets, named budget regions, semantic drift detection, and machine-readable audit records.

Abstract

Technical Abstract

The system combines Structured Evidence Packets, a Budget Allocation Controller with hard token floors, a Dynamic Re-Staging Engine that compares recent output embeddings with the active evidence set, and an Audit Ledger that records every admission and eviction operation. Together these mechanisms reduce repeated context reconstruction and context thrashing across successive reasoning steps.

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SEO Keywords

context orchestration patent, multimodal reasoning patent, evidence packet patent, AI context window patent, deterministic context control patent

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