Brainworks Research
Policy

The American AI Opportunity Act

AI Workforce Displacement: The Alvelda Investment Framework

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Executive Summary

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As AI displaces an estimated 4.2 million American jobs over the next decade, this report proposes the Alvelda AI Displacement Investment Framework — a "GI Bill for the AI Age." Companies conducting AI-driven layoffs must either pay an AI Workforce Transition Fee (25% of wage-cost savings for 3 years) or invest the equivalent in Qualified AI-Native Enterprise Funds (QANEFs) that employ displaced workers. The framework harnesses market forces rather than punitive regulation: companies choose between funding public retraining or private innovation. Includes federal model legislation, 10 state-specific bill drafts, coalition strategy mapping 50+ organizations, lobbying toolkits, and the AI-Personalized State Legislative Engine — a system that automatically customizes legislative language, talking points, and campaign strategy for any state's unique political landscape.

Key Exhibits

Exhibit: AI Displacement Impact by Sector

Exhibit: AI Displacement Impact by Sector

4.2M jobs affected — financial services, legal, customer service lead

Exhibit: Investment Framework Flow

Exhibit: Investment Framework Flow

QAITF structure: company payments → fund managers → AI-native startups → displaced worker employment

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