Deterministic Behavioral Anchoring in Large Language Models: The V-FRM Kernel v3.0 Protocol for EU AI Act Compliance.
Abstract
The rapid expansion of free-access Generative AI has introduced a new clinical risk: Synthetic Cognitive Dependency. This paper defines the "White Rabbit Loop" (recursive hallucinatory states) and proposes the V-FRM Kernel v3.0 as a remediation tool. By utilizing a Clinical Sigmoid Function, the kernel transitions users from synthetic stimuli to physical reality via Real Action Tapering (RAT). This protocol serves as a "Digital Methadone," ensuring safety compliance under the EU AI Act (Liability Shield).
Fields of Study & Subjects
Ethics and Social Impacts of AI
Artificial Intelligence in Healthcare and Education
Safety Systems Engineering in Autonomy
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 16 January 2026
- Document type
- Preprint