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AI Safety & Labor Transition
globalArtificial intelligence safety incidents, workforce displacement, and governance gaps measured by research institutions
Risk Assessment for Global
MODERATE RISK0%
Probability of significant event
within 12 months
Forecast horizon12 months
1 month3 years
Active Forecast Questions
Will an AI system cause >$1B in documented damages from a single incident by 2028?
45%
by 2028
Will >50% of OECD countries have comprehensive AI safety legislation by 2027?
38%
by 2027
Key Indicators
Documented AI Incidents (2024)547 incidents
Countries with AI Safety Legislation37 countries
Jobs Exposed to AI Automation23 % of workforce
Most Affected
GlobalUnited StatesChinaEurope