No language left behind?

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Authors: Ingeborg Birnie
Cited by: 0

Abstract

This paper explores the intersection of artificial intelligence (AI) governance and linguistic diversity, focussing on the digital challenges minority and endangered languages face. It presents a novel framework that applies the lifecycle of digital systems—input, process, and output—to analyse the barriers faced by these languages in AI technologies. Through this lens, it critically examines existing international and European legal instruments, revealing a significant policy gap in addressing the explicit inclusion of minority languages in digital and AI domains. The paper’s key contribution lies in its proposal for an integrated, multi-framework approach that combines human rights, minority language protection, and AI governance to ensure equitable linguistic representation. It argues that without urgent and coordinated action, many languages risk digital extinction, with profound implications for cultural identity and access to information. This work calls for comprehensive regulatory reform to secure a digitally inclusive future for all linguistic communities.

Fields of Study & Subjects

Minority Rights and Languages Digitalization Law and Regulation Ethics and Social Impacts of AI

Publication details

Journal / source
Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
Publication date
12 January 2026
Language
EN