Collective forecast

Direct match
36%

Unlikely

Visible break in trend36%
No visible break65%
Confidencelow· ~ news mixed

Single market source with high trading volume — no second market to cross-check against.

Based on 1 prediction market

90% range 2450% · moderate uncertainty (a thin, low-agreement signal)

The market probability of 35.5% suggests a higher likelihood of a break than what recent news indicates about AI's impact on productivity.

Forecast update

Updated 26d ago

First reading — check back to watch how this forecast moves.

Why this forecast

The market indicates a 35.5% probability of a visible break in trend lines for US GDP, GDP per capita, unemployment, or productivity attributed to AI by 2028. Recent news suggests mixed signals regarding AI's impact on productivity and employment, which may influence economists' assessments of such a break.

Statistically pooled from 1 matched market (log-odds weighted by volume), 90% CI 24-50%.

Key development

Recent reports highlight concerns about AI's slower-than-expected productivity gains and significant workforce displacement, suggesting potential economic challenges.

Supporting signals

  • AI is expected to displace 9% of the U.S. workforce, indicating potential economic disruption.
  • Economists have expressed concerns that AI has not yet delivered on its productivity promises, which could affect GDP growth.

Risk factors

  • If AI productivity gains accelerate unexpectedly, it could lead to a visible break in trend lines.
  • Economic policies or external shocks could mitigate the impact of AI on GDP and unemployment.

This forecast assumes

  • Current trends in AI adoption and economic conditions continue without major disruptions.
  • Economists' assessments of AI's impact remain consistent with current analyses.

How this could unfold

AI adoption accelerates across industries
Increased investment in AI technologies leads to productivity gains
Labor market adjustments occur as AI displaces jobs
Visible break in trend (36%)
Economic growth rates may shift significantly due to AI's impact on productivity
Changes in unemployment rates could lead to broader economic implications

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Current trends in AI adoption and economic conditions continue without major disruptions.
Economists' assessments of AI's impact remain consistent with current analyses.

Connected forecasts

How this forecast links into the wider web of futures.