Published April 1, 2026 | Version 2.0
Preprint Open

Authority Confidence Rating (ACR) and Authority Confidence Deficit (ACD): A Cryptographic Standard for Real-Time AI Decision Authorization Verification and AI Liability Quantification

  • 1. Independent Researcher

Description

This paper establishes two new certification standards for AI governance and introduces a complete framework for AI Liability Quantification (ALQ). The Authority Confidence Rating (ACR) is a cryptographic standard for quantifying AI decision authorization in real time. The Authority Confidence Deficit (ACD) is a derived liability variable enabling insurers to price AI liability from cryptographic enforcement data. ACR Certification provides a four-tier classification (Platinum, Gold, Silver, Unrated). ACR-Zero Certification provides a structural designation where unauthorized execution is eliminated. The paper describes how ACR and ACD are computed natively across the Y.I.N. Mazari Architecture: a 44-layer system organized into nine tiers spanning from physics foundation through certification output, including 38 governance layers, 4 hardware enforcement layers (YIN KEYSTONE, 520 claims), and 2 certification output layers. A complete 44-layer architecture table is provided. The Y.I.N. Mazari Architecture is currently the only architecture spanning all 44 layers and the only architecture qualifying for ACR-Zero Certification. The complete architecture is protected by 40 USPTO patent applications comprising 4,300+ claims with priority date November 23, 2025. Four application domains are identified: insurance underwriting, regulatory compliance under the EU AI Act and Product Liability Directive 2024/2853, defense operations including real-time mission authorization monitoring, and enterprise AI procurement. This paper extends the ACR standard published as a companion record (DOI: 10.5281/zenodo.19361421). Implementation using cryptographic authority enforcement may require licensing from the inventor. Licensing inquiries: ilyesmazari@hotmail.com

Notes (English)

40 USPTO patent applications. 4,300+ claims. Priority date November 23, 2025. 44-layer architecture: 38 governance layers + 4 hardware enforcement (YIN KEYSTONE) + 2 certification output layers. Two new certification standards established: ACR Certification (four tiers) and ACR-Zero Certification (structural impossibility of unauthorized execution). Implementation may require licensing from the inventor.

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Additional details

Related works

Is supplement to
Preprint: 10.5281/zenodo.19361421 (DOI)