XAI for High-Stakes Decisions: Extra-Specification Requirements for Critical AI

Authors

Iryna Ivchenko (ORCID: https://orcid.org/0000-0002-1977-0342)
Oleh Ivchenko (ORCID: https://orcid.org/0000-0002-9540-1637)

Institutions

Odessa National Polytechnic University (UA)

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-05-16
DOI: https://doi.org/10.5281/zenodo.20240917
Primary Topic: AI-based Problem Solving and Planning
Type: preprint

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preprint

XAI for High-Stakes Decisions: Extra-Specification Requirements for Critical AI

Iryna Ivchenko, Oleh Ivchenko

May 16, 2026

Zenodo (CERN European Organization for Nuclear Research)

AI-based Problem Solving and Planning

preprint

XAI for High-Stakes Decisions: Extra-Specification Requirements for Critical AI

Iryna Ivchenko, Oleh Ivchenko

May 16, 2026preprint en

Abstract

No abstract available for this paper.

Zenodo (CERN European Organization for Nuclear Research)

Odessa National Polytechnic University (UA)

AI-based Problem Solving and Planning

DOI Open Access PDF OpenAlex

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XAI for High-Stakes Decisions: Extra-Specification Requirements for Critical AI — Iryna Ivchenko, Oleh Ivchenko · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS