Data Ethics & Algorithmic Limitations in Human-Systems Architecture

Core Research Focus: > This document defines the operational boundaries and ethical safeguards of the 5T Life Architecture®. It addresses the intersection of Biological OS (BIOS) and Intelligence OS (IOS) through the lens of the S-Stable® equation. Key Frameworks Included: * Data Minimization Protocol: Strict exclusion of sensitive biological and clinical data to ensure total privacy. * Non-Clinical Boundary: Explicit prohibition of medical diagnosis or psychological intervention. * Operational Constraints: Mandatory adherence to Stability and Awareness modes to prevent systemic collapse. * Anti-Deterministic Mandate: Ensuring the system remains a tool for awareness, not future prediction. This whitepaper establishes the ethical governance framework for the 5T Life Architecture® system, focusing on safeguarding human autonomy in the digital data era. The system sets rigorous standards for handling biological, cognitive, and representational data, ensuring that all 5T applications remain non-clinical, mechanism-based, and stability-oriented

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-29
DOI
https://doi.org/10.5281/zenodo.19303524
Primary Topic
Neuroethics, Human Enhancement, Biomedical Innovations
Type
article
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article

Data Ethics & Algorithmic Limitations in Human-Systems Architecture

Ngoc Truc Nguyen
Zenodo (CERN European Organization for Nuclear Research)
Neuroethics, Human Enhancement, Biomedical Innovations
article

Data Ethics & Algorithmic Limitations in Human-Systems Architecture

Ngoc Truc Nguyen
article en

Abstract

Core Research Focus: > This document defines the operational boundaries and ethical safeguards of the 5T Life Architecture®. It addresses the intersection of Biological OS (BIOS) and Intelligence OS (IOS) through the lens of the S-Stable® equation. Key Frameworks Included: * Data Minimization Protocol: Strict exclusion of sensitive biological and clinical data to ensure total privacy. * Non-Clinical Boundary: Explicit prohibition of medical diagnosis or psychological intervention. * Operational Constraints: Mandatory adherence to Stability and Awareness modes to prevent systemic collapse. * Anti-Deterministic Mandate: Ensuring the system remains a tool for awareness, not future prediction. This whitepaper establishes the ethical governance framework for the 5T Life Architecture® system, focusing on safeguarding human autonomy in the digital data era. The system sets rigorous standards for handling biological, cognitive, and representational data, ensuring that all 5T applications remain non-clinical, mechanism-based, and stability-oriented

Zenodo (CERN European Organization for Nuclear Research)
National School of Architecture (MA)
Openalex Percentile: Top 3%
Neuroethics, Human Enhancement, Biomedical Innovations
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Data Ethics & Algorithmic Limitations in Human-Systems Architecture — Ngoc Truc Nguyen · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS