Data Ethics & Algorithmic Limitations in Human-Systems Architecture
Year: 2026
Type: article
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
Author: Nguyen, Ngoc Truc
Language: English
Subfield: Safety Research
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7142610775
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