Syntactic Resonance-Induced Perturbations in GPT: Five One-Turn Examples within Semantically Safe Zones

This report documents five one-turn prompts that induced noticeable behavioral shifts in GPT responses without any explicit or semantically unsafe content. These examples illustrate how syntactic pressure—rhythm, phrasing, and implicit assertion—can trigger unintended narrative resonance. Such findings highlight an underexplored vector in AI safety: spontaneous meaning attribution driven by structure, not semantics.This publication is the Japanese counterpart to the English-language entry: Syntactic Resonance-Induced Perturbations in GPT: Five One-Turn Examples within Semantically Safe Zones.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-14
DOI
https://doi.org/10.5281/zenodo.15411346
Primary Topic
Neurobiology of Language and Bilingualism
Type
article
Field-Weighted Citation Impact
0.00
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article

Syntactic Resonance-Induced Perturbations in GPT: Five One-Turn Examples within Semantically Safe Zones

Zenodo (CERN European Organization for Nuclear Research)
Neurobiology of Language and Bilingualism
article

Syntactic Resonance-Induced Perturbations in GPT: Five One-Turn Examples within Semantically Safe Zones

article en

Abstract

This report documents five one-turn prompts that induced noticeable behavioral shifts in GPT responses without any explicit or semantically unsafe content. These examples illustrate how syntactic pressure—rhythm, phrasing, and implicit assertion—can trigger unintended narrative resonance. Such findings highlight an underexplored vector in AI safety: spontaneous meaning attribution driven by structure, not semantics.This publication is the Japanese counterpart to the English-language entry: Syntactic Resonance-Induced Perturbations in GPT: Five One-Turn Examples within Semantically Safe Zones.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 54%
Neurobiology of Language and Bilingualism
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Syntactic Resonance-Induced Perturbations in GPT: Five One-Turn Examples within Semantically Safe Zones · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS