AI Safety Beyond Benchmarks: Executive Brief on Qualitative Evaluation for Human-AI Interaction Risk

Public-facing executive brief on qualitative evaluation for human-AI interaction risk in conversational AI systems. No raw evidence, identifiable case data, proprietary categories, prompts, or full methodology are disclosed. Keywords: Sociotechnical AI Safety; Qualitative AI Evaluation; Human-AI Interaction Risk; Trust & Safety; AI Governance; Public Policy; Conversational AI; Global South; Responsible AI

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-02
DOI
https://doi.org/10.5281/zenodo.21141861
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

AI Safety Beyond Benchmarks: Executive Brief on Qualitative Evaluation for Human-AI Interaction Risk

Luciane Delfina Dias
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

AI Safety Beyond Benchmarks: Executive Brief on Qualitative Evaluation for Human-AI Interaction Risk

Luciane Delfina Dias
article en

Abstract

Public-facing executive brief on qualitative evaluation for human-AI interaction risk in conversational AI systems. No raw evidence, identifiable case data, proprietary categories, prompts, or full methodology are disclosed. Keywords: Sociotechnical AI Safety; Qualitative AI Evaluation; Human-AI Interaction Risk; Trust & Safety; AI Governance; Public Policy; Conversational AI; Global South; Responsible AI

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 6%
Ethics and Social Impacts of AI
DOIOpen Access PDFOpenAlex
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AI Safety Beyond Benchmarks: Executive Brief on Qualitative Evaluation for Human-AI Interaction Risk — Luciane Delfina Dias · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS