Library
-
Training Data for the Price of a Sandwich: Common Crawl’s Impact on Generative AI
Feb. 6, 2024Mozilla Insights, Stefan BaackAI Bias / AI Fairness, Accountability and TransparencyMozilla finds that Common Crawl's outsized role in the generative AI boom has improved transparency and competition, but is also contributing to biased and opaque generative AI models.
-
AI Transparency in Practice
March 20, 2023Mozilla Insights, Ramak Molavi Vasse'i, Jesse McCroskyAI Transparency in Practice Builders on what works — and what doesn't. Mozilla’s research on AI transparency (lead by Ramak Molavi Vasse'i), with practical advice from Thoughtworks.
-
Is that even legal? A guide for builders experimenting with data governance
Feb. 15, 2023Maximilian Gahntz, Mozilla InsightsData Governance / Data StewardshipThe data economy is not built on a level playing field — but it can be fixed!
-
Movement Building Landscape Analysis: Acting on Shared Purpose
Oct. 4, 2022Mozilla Insights, Kenrya Rankin, Kasia Odrozek, Matthew Stempeck, Jacqui HowardAI Fairness, Accountability and Transparency / Internet Health / Movement BuildingA landscape analysis of Mozilla Foundation’s potential movement partnerships at the intersection of AI and social justice.
-
Internet Health Report 2022
July 18, 2022Mozilla Insights, Neha Ravella, Kasia Odrozek, Solana Larsen, Eeva Moore, J. Bob Alotta, Stefan BaackInternet Health / Internet Health Report / AI Fairness, Accountability and TransparencyAn annual compilation of research and stories explaining what’s key to a healthier internet. In this edition we are narrowing our focus to artificial intelligence.
-
What Helps? | Understanding Needs and the Ecosystem for Support
March 31, 2021Mozilla Insights, Katya AbazajianData Stewardship / Data GovernanceThis study explores how technologists and their allies make up an ecosystem that generates alternative data futures using principles of collective governance and commitments to data rights.
-
What Could Go Wrong? | Failure Modes for Data Stewardship
Sept. 16, 2020Mozilla Insights, Keith PorcaroData Governance / Data GovernanceWe are optimistic about opportunities for data governance, but we recognize that data initiatives also carry serious risks. In this study, Keith Porcaro imagines theoretical scenarios, inspired by reality, where data initiatives go wrong.
-
Who is Innovating? | Global Landscape Scan and Analysis of Initiatives
Sept. 16, 2020Mozilla Insights, Madeleine Maxwell, Stefan BaackData GovernanceA database with an analysis of existing alternative data governance projects.
-
Shifting power through data governance
May 16, 2020Mozilla Insights, Kasia Odrozek, Solana Larsen, Jonathan van Geuns, Ana BrandusescuData GovernanceThe terminology is in flux! This study describes seven different approaches to alternative data governance and shares examples of each. It is part of a collaborative research series for Mozilla's Data Futures Lab.
