Library
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Towards a Framework for Openness in Foundation Models
May 21, 2024Mozilla, Columbia UniversityAI fairness, accountability, and transparencyThis paper presents a framework for grappling with openness across the AI stack. The paper surveys existing approaches to defining openness in AI models and systems, and then proposes a descriptive framework to understand how each component of the foundation model stack contributes to openness.
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Mind the Gap: What Working With Developers on Fuzz Tests Taught Us About Coverage Gaps
April 24, 2024Christian Holler, Jason Kratzer, Andy Zaidman, Alberto Bacchelli, Marco Castelluccio, Carolin BrandtPrivacy, security & tracking -
AI Intersections Database
April 18, 2024Mozilla Insights, Kenrya RankinAI bias & discrimination / AI fairness, accountability, and transparency / Community building / Digital inclusion / LGBTQIA+The AI Intersections Database maps intersections between the key social justice and human rights areas of our time and documented AI impacts and their manifestations in society.
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Full Disclosure: Stress testing tech platforms’ ad repositories
April 16, 2024Amaury Lesplingart, Claire PershanAds transparency / ElectionsMozilla called on Check First to test the ad transparency tools maintained by 11 of the world's largest tech companies. These tools aim to let researchers, watchdogs, and members of the public understand how commercial communications influence the information space and affect society.
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Technical Readout - Columbia Convening on Openness and AI
March 27, 2024Nik MardaOpenness and AIKey technical takeaways from a convening focused on exploring what "openness" means in the AI era.
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Policy Readout - Columbia Convening on Openness and AI
March 27, 2024Udbhav TiwariTech policy & regulation / Openness and AIThis policy brief distills the discussions at Columbia Convening in 2024 for policymakers - identifying benefits that openness can bring to the AI ecosystem, the risk/benefit tradeoffs in opening up different components of the AI stack, and recommendations for policymakers.
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AI Report on Southern Africa
March 21, 2024Media Institute of Southern Africa (MISA)AI fairness, accountability, and transparencyAs governments, communities, and businesses across southern Africa continue to integrate artificial intelligence technologies into everyday life, they face three key challenges: AI readiness, AI deployment, and potential misuse of AI.
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Mozilla’s Elections Casebook
Feb. 27, 2024Odanga Madung, Becca Ricks, Open Source Research & InvestigationsElections / Platform accountabilityMozilla's Elections Casebook scrutinizes what steps platforms have taken to protect election integrity globally. Case studies explore the impact of platform policies and interventions.
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In Transparency We Trust?
Feb. 26, 2024Ramak Molavi Vasse'i, Gabriel UdohAI fairness, accountability, and transparencyEvaluating the Effectiveness of Watermarking and Labeling AI-Generated Content
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Accelerating Progress Toward Trustworthy AI
Feb. 22, 2024Mark Surman, Lindsey Dodson, Ayah Bdeir, Alexis-Brianna Felix, Nik MardaAI fairness, accountability, and transparency / Meaningful AI TransparencyStatus update on our 2020 paper “Creating Trustworthy AI” and next steps to promote openness, competition, and accountability in AI