AI firm equity for public benefit

A new corporate tool: AI companies dedicate a fixed share of equity into a governed public‑benefit fund (optionally scalable with valuation milestones) as part of IPO preparation and social risk management. The fund can be structured to donate to nonprofits, finance direct distributions to affected worker groups, or invest in mitigation programs tied to AI’s labor impacts. — If this instrument spreads, it will reshape debates over corporate responsibility, redistribution, IPO regulation, and who governs mitigation of AI-driven economic dislocation.