QODIQA: Deterministic Runtime Consent Enforcement for Artificial Intelligence Systems

QODIQA is an open technical standard for deterministic runtime consent enforcement in artificial intelligence systems. Existing governance frameworks: GDPR, EU AI Act, NIST AI RMF, ISO/IEC 42001, define consent obligations but do not enforce consent at the execution boundary. QODIQA defines and occupies that architectural gap. Under the standard, no AI system can execute on personal data without verifiable, scoped, cryptographically anchored consent at runtime. The standard corpus comprises 32 normative documents including a core standard, reference architecture, conformance test suite, certification framework, and audit model. Released April 2026 as an open, vendor-neutral, jurisdiction-agnostic specification.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-17
DOI
https://doi.org/10.5281/zenodo.19632242
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

QODIQA: Deterministic Runtime Consent Enforcement for Artificial Intelligence Systems

Bogdan Dutescu
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

QODIQA: Deterministic Runtime Consent Enforcement for Artificial Intelligence Systems

Bogdan Dutescu
article en

Abstract

QODIQA is an open technical standard for deterministic runtime consent enforcement in artificial intelligence systems. Existing governance frameworks: GDPR, EU AI Act, NIST AI RMF, ISO/IEC 42001, define consent obligations but do not enforce consent at the execution boundary. QODIQA defines and occupies that architectural gap. Under the standard, no AI system can execute on personal data without verifiable, scoped, cryptographically anchored consent at runtime. The standard corpus comprises 32 normative documents including a core standard, reference architecture, conformance test suite, certification framework, and audit model. Released April 2026 as an open, vendor-neutral, jurisdiction-agnostic specification.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 4%
Ethics and Social Impacts of AI
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