Noise-Driven Persona Formation in Reflexive Neural Language Generation

Read full text
Authors: Toshiyuki Shigemura
Cited by: 0

Abstract

This is a Zenodo mirror of the following arXiv preprint: Noise-Driven Persona Formation in Reflexive Neural Language GenerationarXiv:2512.23716https://arxiv.org/abs/2512.23716 The manuscript introduces the Luca-Noise Reflex Protocol (LN-RP), a computational framework for analyzing noise-driven persona emergence in large language models through reflexive generation dynamics.

Fields of Study & Subjects

Persona Design and Applications Machine Learning in Healthcare Embodied and Extended Cognition

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
2 January 2026