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Citrini Post Author Maps Out Playbook to Deal With AI Disruption

Bloomberg Markets
Tuesday, February 24, 2026 at 2:38 AM
~4 min read
Labor MarketTrade

Original Report

Artificial intelligence may significantly displace workers and disrupt consumption-driven economies like the US in the near future, according to Alap Shah, co-author of a Citrini Research report that...

Artificial intelligence may significantly displace workers and disrupt consumption-driven economies like the US in the near future, according to Alap Shah, co-author of a Citrini Research report that fueled a scare-trade selloff, and who is now calling for an AI tax to cushion job losses.

Glass House Analysis

Labor market conditions shape the lived experience of millions of working families. When jobs are plentiful, workers have leverage to demand better wages and conditions; when they're scarce, the balance of power shifts to employers. This dynamic plays out daily in kitchen tables across America, where families make decisions about whether to ask for a raise, change jobs, or accept less-than-ideal conditions out of necessity.

International economic policy has concrete impacts far beyond diplomatic circles. Tariffs show up in the price of goods at stores, supply chain disruptions affect whether products are on shelves, and trade tensions can mean job losses in export-dependent industries. The globalized economy means that decisions made abroad can affect workers and consumers domestically.

Energy prices affect virtually every aspect of daily life—from commuting costs to heating bills to the price of groceries (which must be transported). For working families, energy represents one of the most volatile and impactful line items in their budgets. Energy policy decisions ripple through the economy, affecting everything from manufacturing competitiveness to household financial stress.

The implications extend beyond the immediate news cycle. Every economic development creates ripples that affect employment, prices, and opportunities in ways that may not be immediately visible but are deeply felt. By tracking these connections, we can better understand how the economy truly works—not as an abstract machine, but as a human system shaped by and shaping the lives of millions.

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