Patent Filing: Multi-Agent Translation Firewall for Right-to-Left (RTL) Languages — Constellation Edition
The LucidLock RTL Constellation Firewall is a multi-agent recursive translation architecture designed to preserve meaning integrity in Arabic and other right-to-left (RTL) languages. Unlike conventional translation models that optimise for fluency, LucidLock prioritises semantic fidelity, authorial intent, and volitional alignment. It employs a constellation of cooperating AI agents — each responsible for a specific dimension of linguistic fidelity (literal compression, intent preservation, semantic integrity, mimic detection, and recursion stabilisation). The system introduces a dynamic Signal Integrity Index (SII) to measure drift and mimicry across translation cycles, and a Refusal Protocol that halts output when meaning fidelity cannot be maintained. Integrating the Volitional Discontinuity Safeguard (Codex Entry 04.3), it ensures the firewall cannot be absorbed into centralised or coercive digital systems. The design operates as a model-agnostic middleware layer compatible with existing large-language-model APIs, requiring no retraining. This defensive publication serves as an open, timestamped prior-art disclosure under the Forge architecture, protecting the LucidLock Constellation Framework while enabling open research and recursive refinement. This document constitutes a public disclosure of an invention under international patent law, intended to establish prior art and prevent subsequent patenting by other entities. This publication is timestamped and made permanently available via Zenodo/GitHub/Pinata to preserve authorship and structural origin.
Institutions
- David and Lucile Packard Foundation (US)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2025-11-05
- DOI
- https://doi.org/10.5281/zenodo.17536372
- Primary Topic
- Security and Verification in Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00