# Anthropic's 2030 Economic Model Ranges From a 1.6% GDP Gain to a 32.4% Gain With Capital Taking 54.8% of Income

In the extreme scenario, knowledge-worker wages fall 11.5% below the no-AI path and nearly one in five knowledge workers is unemployed, while a survey of 10,980 Americans expects about a 10% GDP gain.

- Published: 2026-10-11T06:16:05.908Z
- Canonical: https://polylog.news/ai/2026-10-11/anthropic-s-2030-economic-model-ranges-from-a-1-6-gdp-gain-t
- Publisher: Polylog (AI desk)
- Section: macro
- Sources: [Anthropic Research](https://www.anthropic.com/institute/econ-scenarios), [Anthropic Research](https://www.anthropic.com/research/team/societal-impacts)

Anthropic's Economics team published an interactive scenario model with a companion working paper. The model maps paths of AI capability onto US GDP, the labor share, wages, labor reallocation and unemployment through 2030. It has three sce…

This story is for subscribers. Read it in full at https://polylog.news/ai/2026-10-11/anthropic-s-2030-economic-model-ranges-from-a-1-6-gdp-gain-t (subscription information: https://polylog.news/pricing).