The MarketWatch analysis frames AI displacement as a personal finance adjustment requiring 18-month reserves, yet overlooks how primary policy instruments like the EU AI Act and U.S. BLS occupational projections reveal structural mismatches. European approaches prioritize regulatory guardrails and social safety nets, as seen in the AI Act's risk classifications mandating human oversight in high-impact sectors, while U.S. frameworks emphasize market-led reskilling via Department of Labor data showing accelerated automation in administrative roles. Chinese state-driven AI investment under the 14th Five-Year Plan accelerates global supply-chain labor reconfiguration, creating asymmetric risks for export-dependent economies not captured in individual savings metrics. OECD Employment Outlook data further indicates that automation exposure correlates more strongly with regional policy mixes than aggregate job loss forecasts, highlighting gaps in mainstream coverage that treat household risk as isolated rather than intertwined with trade and regulatory divergences.