DOES ARTIFICIAL INTELLIGENCE HELP WOMEN IN INTERNATIONAL ARBITRATION? A FEW REMARKS ON DIVERSITY IN ARBITRAL TRIBUNALS

New technologies are transforming international arbitration, with institutions adopting digital tools and case management systems to streamline proceedings. Artificial Intelligence (AI), in particular, is reshaping the field by introducing innovation-driven solutions that enhance efficiency. This article explores AI’s role in international arbitration, focusing on its potential to improve gender diversity in the appointment of arbitrators. Specifically, it examines whether AI-based selection tools can reduce discrimination and challenge entrenched stereotypes, such as the dominance of the “male, pale, and stale” profile in arbitral tribunals. The study suggests that AI could mark a turning point by promoting more inclusive selection processes. However, this potential hinges on the development of unbiased, well-programmed AI systems. While AI offers a promising path toward increasing diversity, its effectiveness will depend on its ability to avoid replicating existing biases and ensure fairness in the selection and appointment of women arbitrators.

Authors

Institutions

Publication Details

Journal
International Journal of Law in Changing World
Published
2025-06-28
DOI
https://doi.org/10.54934/ijlcw.v4i3.144
Citations
1
Primary Topic
International Arbitration and Investment Law
Type
article
Field-Weighted Citation Impact
2.23
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DOES ARTIFICIAL INTELLIGENCE HELP WOMEN IN INTERNATIONAL ARBITRATION? A FEW REMARKS ON DIVERSITY IN ARBITRAL TRIBUNALS

Magdalena Łągiewska
1 citations
International Journal of Law in Changing World
International Arbitration and Investment Law
2.23
article

DOES ARTIFICIAL INTELLIGENCE HELP WOMEN IN INTERNATIONAL ARBITRATION? A FEW REMARKS ON DIVERSITY IN ARBITRAL TRIBUNALS

Magdalena Łągiewska
article en
1 citations

Abstract

New technologies are transforming international arbitration, with institutions adopting digital tools and case management systems to streamline proceedings. Artificial Intelligence (AI), in particular, is reshaping the field by introducing innovation-driven solutions that enhance efficiency. This article explores AI’s role in international arbitration, focusing on its potential to improve gender diversity in the appointment of arbitrators. Specifically, it examines whether AI-based selection tools can reduce discrimination and challenge entrenched stereotypes, such as the dominance of the “male, pale, and stale” profile in arbitral tribunals. The study suggests that AI could mark a turning point by promoting more inclusive selection processes. However, this potential hinges on the development of unbiased, well-programmed AI systems. While AI offers a promising path toward increasing diversity, its effectiveness will depend on its ability to avoid replicating existing biases and ensure fairness in the selection and appointment of women arbitrators.

International Journal of Law in Changing WorldVol. 4(3)
University of Gdańsk (PL)
Openalex Percentile: Top 11%
International Arbitration and Investment Law
2.23
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.