Self-Learning AI: Civilizational Caution or Architectural Collapse?

OSF Preprints (OSF Preprints) 2026 Preprint

Authors: Shubham Swarnkar
Cited by: 0

Abstract

A technical rebuttal examining whether the absence of self-learning AI systems is driven by ethical restraint or by unresolved architectural instability in modern large-scale AI designs.

Fields of Study & Subjects

Ethics and Social Impacts of AI Artificial Intelligence Applications Psychiatry Mental Health Neuroscience

Publication details

Journal / source
OSF Preprints (OSF Preprints)
Publication date
10 January 2026
Document type
Preprint