AI Dual-Threat Policy Sandbox: Labor Disruption & Cyber Resiliency

Sector & Intervention Dials 5-Year Horizon

Economic Sector

AI Automation Exposure 42%

Baseline Workforce (M) 12.5M

Cyber Attack Surface Escalation 2.8x

Retraining Subsidy Rate 65%

Transition Fund ($B/yr) $18B

Mandatory Cyber Guardrails & Audits

Dual-Threat Telemetry & Impact Gauges Moderate Managed Risk

Peak Displaced 3.85M Dislocated workers

Absorbed / Re-employed 2.95M Via transition programs

Net Displacement 7.20% Of sector workforce

Infra Vulnerability 34.20 Scale 0 - 100

Cyber Containment 88.40% Automated mitigation rate

Labor Shock & Absorption Trajectory ● Peak ● Absorbed

Cyber Threat Velocity vs. Defense Parity ● Exploit Vol ● Parity Def

Sector Dislocation & Resilience Ledger

Disrupted Role Cluster	Automation Velocity	Gross At-Risk	Absorption Speed	Net Deficit	Resilience Tier