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Building Community Governance for AI

Stanford Social Innovation Review

By Lina Srivastava The aftermath of the OpenAI governance controversy revealed the extent to which power has been consolidated by AI tech giants, a situation with dangerous implications for critical aspects of society. To establish effective AI governance, then, is the challenge for civil society organizations and social innovators.

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Unlikely Advocates: Worker Co-ops, Grassroots Organizing, and Public Policy

NonProfit Quarterly

Up to this point, legislation for most worker co-ops was not a priority; federal policy wasn’t even a pipe dream. Public policy wasn’t really a part of our culture. Why Prioritize Public Policy and Advocacy? What we have here is the kernel of a potent agenda for “non-reformist reforms.” Until it was.

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Collaboration Across Social Boundaries: A Practical Guide

Stanford Social Innovation Review

By Karl Haushalter & Paul Steinberg A local public health official has been tasked with increasing vaccine use in an underserved community. Changing the law will require lobbying strategies, connections to policy makers, and legal expertise. Sometimes these social boundaries are academic disciplines.

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10 Ways Funders Can Address Generative AI Now

Stanford Social Innovation Review

Most obviously, funders working in specific issue areas—climate, health, education, or in my case, democracy—can work to support efforts downstream to prepare government and civil society in their respective sectors to take advantage of the opportunities and mitigate the risks of AI on their specific areas of concern. The future is now.

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Building Public Support for Employee Ownership: Lessons from Colorado

NonProfit Quarterly

While the National Center for Employee Ownership defines employee ownership as “any arrangement in which a company’s employees own shares in their company or the right to the value of shares in their company,” in a worker cooperative, ownership means not just sharing profits, but having a direct voice and vote in the workplace.

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Building Union Power to Rein in the AI Boss

Stanford Social Innovation Review

Colclough & Kate Lappin In 2018 in the Netherlands, the public learned that Dutch tax authorities had for years been using an AI-driven system to incorrectly accuse people of committing child welfare fraud. Later investigation found the AI system had systematically discriminated against non-white Dutch citizens. By Christina J.

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The Social Impact Investment Mirage

Stanford Social Innovation Review

Last year, our social impact startup hit a milestone that eludes 96 percent of female founders: we hit one million dollars in revenue. We know that for social entrepreneurs trying to solve global challenges, the system is rigged. Underneath every accomplishment lies a profoundly broken funding landscape for social innovation.