Nonprofit foundation behind the Firefox browser, with growing AI governance programs. Approximately 20% of expenditure on trustworthy, open-source AI. Key AI programs include the Democracy x AI Cohort (2026): 12-month incubator for 10 projects at \$50K each, with two finalists receiving \$300K total. Runs Mozilla Fellows Program for AI governance leaders. Mozilla Ventures operates as an impact venture fund for open-source AI startups. Founding member of the Humanity AI coalition (\$500M, 5-year initiative). Primary intervention types: grantmaking, incubation, venture investment, advocacy.
Electoral Impact Assessment ModelAnalysisElectoral Impact Assessment ModelThis model estimates AI's marginal electoral impact across three vectors — disinformation influence, infrastructure attacks, and voter suppression. Analysis finds 0.2-5% probability of flipping ind...Quality: 65/100
Risks
AI ProliferationRiskAI ProliferationAI proliferation accelerated dramatically as the capability gap narrowed from 18 to 6 months (2022-2024), with open-source models like DeepSeek R1 now matching frontier performance. US export contr...Quality: 60/100AI Surveillance and US Democratic ErosionRiskAI Surveillance and US Democratic ErosionAnalysis of how data centralization, oversight dismantlement, and AI capability acquisition by the US government create near-term threats to democratic processes. Documents the Anthropic-Pentagon s...Quality: 55/100AI-Driven Trust DeclineRiskAI-Driven Trust DeclineUS government trust declined from 73% (1958) to 17% (2025), with AI deepfakes projected to reach 8M by 2025 accelerating erosion through the 'liar's dividend' effect—where synthetic content possibi...Quality: 55/100AI DisinformationRiskAI DisinformationPost-2024 analysis shows AI disinformation had limited immediate electoral impact (cheap fakes used 7x more than AI content), but creates concerning long-term epistemic erosion with 82% higher beli...Quality: 54/100Epistemic CollapseRiskEpistemic CollapseEpistemic collapse describes the complete erosion of society's ability to establish factual consensus when AI-generated synthetic content overwhelms verification capacity. Current AI detectors achi...Quality: 49/100
Key Debates
Open vs Closed Source AICruxOpen vs Closed Source AIComprehensive analysis of open vs closed source AI debate, documenting that open model performance gap narrowed from 8% to 1.7% in 2024, with 1.2B+ Llama downloads by April 2025 and DeepSeek R1 dem...Quality: 60/100
Organizations
QURI (Quantified Uncertainty Research Institute)OrganizationQURI (Quantified Uncertainty Research Institute)QURI develops Squiggle (probabilistic programming language with native distribution types), SquiggleAI (Claude-powered model generation producing 100-500 line models), Metaforecast (aggregating 2,1...Quality: 48/100Brennan Center for JusticeOrganizationBrennan Center for JusticeNonpartisan law and policy institute at NYU School of Law, founded in 1995. Revenue approximately $58 million (FY 2023-2024) with 180+ staff (attorneys, scholars, communications professionals). Led...Democracy ForwardOrganizationDemocracy ForwardLegal nonprofit founded in 2017 that uses the courts to challenge government actions that undermine democratic principles. Led by Skye L. Perryman (President and CEO). Launched an appellate litigat...Protect DemocracyOrganizationProtect DemocracyCross-partisan nonprofit founded in early 2017 to prevent American democracy from declining into a more authoritarian form of government. Led by Ian Bassin (Co-founder and Executive Director). 100+...