Research Hub
Analyzing and documenting internet health and trustworthy AI to help shape a human-centered internet.
Latest Research
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Unveiling the Potential of a Conversational Agent in Developer Support: Insights from Mozilla’s PDF.js Project
July 10, 2024Marco CastelluccioThis paper presents an investigation into whether AI can be leveraged to assist developers and guide open source community members. It introduces DevMentorAI, an LLM-based tool that uses a RAG approach to answer developer questions, which is then evaluated with a case study on Mozilla's PDF.js proje
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Strengthening Data Ecosystems in Indian Schools
June 10, 2024Manvi Parashar, Poorvi Yerrapureddy, Astha KapoorEducational data collection and analysis can both improve and introduce risks to India’s sprawling education system. Findings follow a nine-month investigation by Mozilla and Aapti Institute, supported by USAID.
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Towards a Framework for Openness in Foundation Models
May 21, 2024Mozilla, Columbia UniversityThis 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.
