Collective forecast
Unlikely
Single market source with high trading volume — no second market to cross-check against.
Based on 1 prediction market
90% range 24–50% · 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
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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
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Sources & data
Prediction markets · 1+
Recent context · 4 sources+
edition.cnn.com
AI is powering an economy in which many Americans are falling behind - CNN
fortune.com
'It's not going away': The Stanford economist who called the AI entry-level jobs crisis early has the receipts - Fortune
fortune.com
Torsten Slok: AI hasn’t delivered on productivity hype, and it means 'painful repricing' of markets - Fortune
tipranks.com
AI Will Displace 9% of the U.S. Workforce, Warns Goldman Economist - TipRanks
Underlying indicator
Unemployment Rate
4.2%
Source: FRED · UNRATE