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TAHA Framework White Paper: Traceable AI. Human Authority. Publication 1

Year: 2026

Type: article

Abstract: TAHA Framework — Traceable AI. Human Authority. — is a provider- and organisation-neutral governance framework for preserving the relationship between governing context, AI contribution, legitimate human decision-making, operational authorisation, execution, verification and accountable outcomes across AI-enabled work. Publication 1 defines the framework’s central governance proposition, core authority constructs, canonical lifecycle, Meaningful Human Authority model, Authority-Bounded Execution, Retrospective Impact and a controlled fictional demonstration through RefundAssist-01. It also outlines organisational adoption considerations, limitations, evidence status and areas for future examination. TAHA does not claim legal sufficiency, certification, proven operational effectiveness or independent validation. Publication 1 is intended as an examinable architectural framework that organisations, practitioners and researchers can assess, implement, challenge and refine.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.21969637

Author: Ahmed, Towseef

Language: English

Topic: Ethics and Social Impacts of AI

Subfield: Safety Research

Field: Social Sciences

Domain: Social Sciences

SDG: Peace, justice, and strong institutions

Open Access status: green

OpenAlex ID: W7203650141

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