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Big AI is accelerating the metacrisis: What can we do?

Published: December 31, 2025 | arXiv ID: 2512.24863v1

By: Steven Bird

Potential Business Impact:

AI language tools can hurt or help our world.

Business Areas:
Natural Language Processing Artificial Intelligence, Data and Analytics, Software

The world is in the grip of ecological, meaning, and language crises which are converging into a metacrisis. Big AI is accelerating them all. Language engineers are playing a central role, persisting with a scalability story that is failing humanity, supplying critical talent to plutocrats and kleptocrats, and creating new technologies as if the whole endeavour was value-free. We urgently need to explore alternatives, applying our collective intelligence to design a life-affirming future for NLP that is centered on human flourishing on a living planet.

Country of Origin
🇦🇺 Australia

Page Count
9 pages

Category
Computer Science:
Computation and Language