Deterministic Behavioral Anchoring in Large Language Models: The V-FRM Kernel v3.0 Protocol for EU AI Act Compliance.

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Authors: Stefano Valente
Cited by: 0

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