A Typed Meaning Layer for Auditable and Phase-Governed Systems

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Authors: Koen Jaspers
Cited by: 0

Abstract

Modern interactive systems generate meaning without explicitly declaring the semantic context in which that meaning is produced. This ambiguity complicates governance, auditing, and coherence assessment. We introduce a typed meaning framework in which system outputs are accompanied by declarative semantic annotations describing both the structural nature of an operation and the interpretive frame applied to it.These annotations are validated through phase-based governance rather than content evaluation, enabling transparency and self-correction without constraining expression. We present a reference architecture, outline validation rules and recovery behaviors, and discuss limitations and anti-abuse considerations relevant to responsible deployment.

Fields of Study & Subjects

Ethics and Social Impacts of AI Explainable Artificial Intelligence (XAI) Access Control and Trust

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
11 January 2026
Language
EN