QashqAI: Ethical AI Framework for Endangered Languages
Abstract
QashqAI is an independent cultural-digital initiative focused on the preservation, documentation, and ethical AI-based representation of endangered and underrepresented languages. Version 2.0 introduces structured governance principles, ethical safeguards, and responsible AI deployment standards designed for culturally sensitive environments. This framework emphasizes transparency, human oversight, community-centered data stewardship, and long-term cultural sustainability.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Language and Culture
Natural Language Processing Techniques
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 13 February 2026
- Language
- ENC