OpenAI's Job Transition Framework adopted by Philadelphia Fed and World Bank to map AI job risk
soumitrashukla9 · x · 2026-11-10
OpenAI's economic impact lead Ronnie Chatterji highlights that the Job Transition Framework (by Alex Martin Richmond) is now being used for real-world policy research:
- Philadelphia Fed: Applied the framework to assess which occupations in its district are most vulnerable to generative AI disruption. It finds 17% of US jobs face elevated short-term (2-3 year) automation risk, while 11% are expected to grow due to AI; risks and benefits are unevenly spread across occupations, wages, education, demographics, and regions — potentially worsening existing inequality.
- World Bank: Used the same framework for a similar analysis of vulnerable workers in Turkey.
Chatterji argues decision-makers need actual data, not just predictions, and good research can improve decisions being made now.
More from AGI Musings
- Engineers with AI experience are suddenly getting flooded with job offers — rickasaurus · 2026-11-10
- Dev's viral jab: artists rage at AI — will doctors rage when it cures disease? — ostrisai · 2026-11-10
- Armin Ronacher: AI is Irontown — progress with no villains — mitsuhiko · 2026-11-10
- Not even wrong: why AI won't conquer theoretical physics — calabi_and_yau · 2026-11-10
- WIRED explainer: world models, from Pokémon Go scans to robots and self-driving cars — Jamie_Shotton · 2026-11-10
- iamtrask debates 'economic FOOM': why AI job displacement takeoff may be far slower — iamtrask · 2026-11-10