Explaining Safety Is Not Enforcing Safety: Longitudinal Articulation–Application Gaps Across Consumer AI Surfaces

Authors

Evans Tovar (ORCID: https://orcid.org/0009-0008-4388-1836)

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-09-29
DOI: https://doi.org/10.5281/zenodo.23045753
Primary Topic: Ethics and Social Impacts of AI
Type: preprint

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preprint

Explaining Safety Is Not Enforcing Safety: Longitudinal Articulation–Application Gaps Across Consumer AI Surfaces

Evans Tovar

Sep 29, 2026

Zenodo (CERN European Organization for Nuclear Research)

Ethics and Social Impacts of AI

preprint

Explaining Safety Is Not Enforcing Safety: Longitudinal Articulation–Application Gaps Across Consumer AI Surfaces

Evans Tovar

September 29, 2026preprint en

Abstract

No abstract available for this paper.

Zenodo (CERN European Organization for Nuclear Research)

Peace, Justice and strong institutions

Ethics and Social Impacts of AI

DOI Open Access PDF OpenAlex

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Explaining Safety Is Not Enforcing Safety: Longitudinal Articulation–Application Gaps Across Consumer AI Surfaces — Evans Tovar · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS