Chaotic Character Reservoir

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Authors: Turan Tanriverdi
Cited by: 0

Abstract

Chaotic Character Reservoir (CCR) is a computational architecture for minimal artificial agency that explicitly rejects reward optimization, goal maximization, and instrumental rationality as foundational principles. Instead, CCR models agency as identity self-authorship under structural constraints. Behavior emerges from the maintenance, protection, and controlled evolution of internally authored value structures—identity basins—rather than from externally defined objectives.CCR is not an optimizer with safeguards. Optimization is structurally disallowed. Action selection is governed by identity coherence and dissonance minimization, while meaningful identity change is permitted only under formally defined crisis conditions. This architecture enables agents to resist reward hacking, goal misgeneralization, and instrumental convergence without appealing to external alignment constraints.

Fields of Study & Subjects

Psychiatry Mental Health Neuroscience Ethics and Social Impacts of AI Reinforcement Learning in Robotics

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
14 January 2026
Language
EN
Document type
Preprint