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

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
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article

Patent Filing: Multi-Agent Translation Firewall for Right-to-Left (RTL) Languages — Constellation Edition

Zenodo (CERN European Organization for Nuclear Research)
Security and Verification in Computing
article

Patent Filing: Multi-Agent Translation Firewall for Right-to-Left (RTL) Languages — Constellation Edition

article en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
David and Lucile Packard Foundation (US)
Quality Education
Openalex Percentile: Top 23%
Security and Verification in Computing
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Patent Filing: Multi-Agent Translation Firewall for Right-to-Left (RTL) Languages — Constellation Edition · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS