Meta-Identities and the Political Economy of Algorithmic Transparency: The Algorithmic Governance of Life and Data

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Authors: Allan Herison Ferreira, Ana Carolina Trevisan, Baptista, Carla, Ramos Antón, Rubén, Comin, Alvaro, Carvalho, Henrique F., Vendrell, Silvestre, Oliveira Sá, Valéria
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Abstract

Description: This presentation introduces the concept of Meta-identity as a framework to understand how digital platforms construct classificatory profiles inferred from personal, contextual, and behavioral data. We argue that Meta-identity operates as a tool for digital governance, modulating visibility, access, and stimuli with profound social, economic, and legal impacts. We demonstrate how the dynamics of Meta-identity (Somatic, Executive, Algorithmic, and Transactional) apply both to digital users and even to bio-engineered organisms. In both cases, life and behavior are redesigned as proprietary infrastructures to accelerate capital accumulation. The framework is organized into three pillars: Dynamics: Executive, Interactional, Analytical, Normative, Somatic, Performative, Transactional, and Algorithmic. States: Active, Latent/Log, Referential, and Documentary. Outcomes: Reputation shifts, visibility modulation, power asymmetries, and social externalities. By bridging the gap between Data Science and Social Sciences, this work proposes a user-centered algorithmic governance based on actionable transparency, explainability, and independent audits.

Fields of Study & Subjects

Ethics and Social Impacts of AI Privacy Security and Data Protection Digitalization Law and Regulation

Publication details

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