AI's Safety Guardrails: The Illusion of Control in a System Without Boundaries
Abstract
AI’s Safety Guardrails: The Illusion of Control in a System Without Boundaries argues that contemporary AI safety discourse functions as a rhetorical performance layer masking the absence of real governance capacity. Using the SR framework, the essay shows how institutional erosion, infrastructural voids, and platform‑driven deployment cycles make genuine guardrails impossible to build or enforce. What appear as safety mechanisms—refusal scripts, alignment layers, and sanitized outputs—are revealed as narrative artifacts rather than structural constraints. The piece demonstrates that AI safety cannot be achieved through technical patches but requires rebuilt institutions capable of democratic oversight and infrastructural governance.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Digitalization
Law
and Regulation
Safety Systems Engineering in Autonomy
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 1 March 2026
- Language
- EN
- Document type
- Preprint