collaborators

6 papers

econ.GN2026

What is Work For? Labor, Politics, and Meaning in the Age of AI

Julian Jacobs

This paper investigates the role of work in providing meaning, purpose, community, and other non-monetary benefits. Using an original cross-national survey of 8,234 working-age adu…

econ.GN2026

AI in Science: Early Insights

Mihai Codreanu, Alex Imas, Juan Mateos-Garcia +15

Scientific progress is a key driver of economic growth and prosperity. There is great excitement - but also concerns - about the impacts of AI on science, but so far little data. W…

econ.GN2026

Google's AI & Economy ATLAS v1.0: Mapping Gemini Usage in the Economy

Zanna Iscenko, Scott Strand, Yiyuan Chen +15

This paper introduces the AI & Economy ATLAS (Activity, Task, Landscape, and Adoption Study), an ongoing economic research initiative using Google AI usage data. The first iteratio…

econ.GN2026

Did US Worker Retraining Reduce Participant Automation Exposure?

Julian Jacobs, Jordan Canedy

This paper evaluates whether the U.S. Workforce Innovation and Opportunity Act (WIOA) supported American worker resilience to technological automation. Analyzing over 23 million WI…

cs.AI2025

Distributional AGI Safety

Nenad Tomašev, Matija Franklin, Julian Jacobs +2

AI safety and alignment research has predominantly been focused on methods for safeguarding individual AI systems, resting on the assumption of an eventual emergence of a monolithi…

cs.AI2025

Virtual Agent Economies

Nenad Tomasev, Matija Franklin, Joel Z. Leibo +4

The rapid adoption of autonomous AI agents is giving rise to a new economic layer where agents transact and coordinate at scales and speeds beyond direct human oversight. We propos…