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阿里云Anthropic's economics team has published an interactive model and a survey of over 10,000 Americans assessing how artificial intelligence could reshape wages, employment, and GDP by 2030.
Anthropic’s economics research team has introduced an interactive forecasting model designed to evaluate the trajectory of US economic growth, employment, and income distribution under various AI adoption scenarios leading up to 2030. The project enables users to simulate potential outcomes and compare their projections with public sentiment data collected from more than 10,000 Americans.
The framework outlines several development trajectories ranging from modest productivity gains to transformative disruptions. Under the most severe scenario modeled, accelerated AI adoption could expand economic output by roughly a third compared to baseline projections, but could also drive knowledge-work unemployment toward 18 percent while shifting an increasing share of national income toward capital holders. However, typical survey respondents anticipated a more moderate outcome, projecting approximately 10 percent higher GDP and an unemployment rate near 5 percent.
Anthropic noted that the model is intentionally simplified to capture broad dynamics, omitting variables such as proactive policy interventions, macroeconomic business cycles, the aggregate demand impact of data center infrastructure, and catastrophic risks. The initiative aims to provide policymakers and researchers with an analytical framework to better prepare for labor market shifts driven by AI automation.
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Anthropic's Economics team is sharing a new model of how AI might affect economic growth, jobs, wages, and more by 2030. Explore the scenarios,
In the extreme scenario, that drops to about 45 cents, with the rest going to the owners of capital. Anthropic surveyed more than 10,000 Americans in August about their expectations. The typical respondent’s answers implied something close to the substantial scenario. That meant GDP about 10 percent higher by 2030, and unemployment around 5 percent. About 10 percent of respondents gave answers in line with the extreme case. ## What the model leaves out Anthropic is explicit that the model is a simplification. It leaves out policy responses, business cycles, and the aggregate demand effects of the data-centre buildout. The company says it also leaves out possible catastrophic risks, and scenarios in which humanity builds hyper-capable robots. [...] Anthropic has built a model of how AI might reshape the US economy by 2030. Its most extreme case describes an economy roughly a third larger than it would otherwise be. That same case carries knowledge-work unemployment near 18 percent.
Anthropic's Economics team is sharing a new model of how AI might affect economic growth, jobs, wages, and more by 2030. Just sharing this
Anthropic's economics team released a new model outlining how varying rates of AI adoption could impact US growth, wages, and employment by 2030
Anthropic's Economics team is sharing a new model of how AI may affect economic growth, jobs, wages, and more by 2030.
Anthropic's Economics team is sharing a new model of how AI might affect economic growth, jobs, wages, and more by 2030.