New AI Startup Aims to Automate All Human Work

New AI Startup Aims to Automate All Human Work
Image credit: Unsplash

The Facts

  • Tamay Besiroglu, an Artificial Intelligence (AI) researcher and the founder of Epoch, a nonprofit AI research institute, has launched Mechanize, a startup aimed at developing "virtual work environments, benchmarks, and training data to enable the full automation of all work."
  • According to Besiroglu, Mechanize will create simulated environments that capture workplace tasks, including computer use, long-horizon projects, team coordination, and adaptive prioritization to overcome current AI reliability and long-term planning limitations.
  • Based on current worker wages, Besiroglu calculated the total addressable market at $18 trillion annually in the U.S. and $60 trillion globally.

Sources Split


The Spin


Techno-optimist narrative

Complete labor automation could generate unprecedented economic abundance and higher living standards, freeing humans to focus on more meaningful pursuits beyond routine work. Even if wages decrease, people could derive income from investments, rent, or government support. The technology would make workers more valuable in complementary roles that AI cannot perform.

Techno-skeptic narrative

Automating most human labor represents a massive loss for society, potentially concentrating wealth among AI system owners while leaving the majority without income. This approach to AI development raises serious concerns about economic inequality and social stability, as it fails to address how people would maintain purchasing power in a fully automated economy.


Metaculus Prediction


The Controversies



Go Deeper

© 2026 Improve the News Foundation. All rights reserved.Version 7.17.1

© 2026 Improve the News Foundation.

All rights reserved.

Version 7.17.1