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Commons-based data governance

Part of the Deep Dive: AI Webinar Series Issues related to data governance (its openness, provenance, transparency) have traditionally been...

October 14, 2023 Page
Should OpenRAIL licenses be considered OS AI Licenses?

Part of the Deep Dive: AI Webinar Series Advances in AI have been enabled in-part thanks to open source (OS)...

October 14, 2023 Page
Data Cooperatives and Open Source AI

Data Cooperatives have been proposed as a possible remediation to the current power disparity between citizens/internet users from whom data...

October 14, 2023 Page
Preempting the Risks of Generative AI: Responsible Best Practices for Open-Source AI Initiatives

As artificial intelligence (AI) has proliferated across many industries and use cases, changing the way we work, interact and live...

October 14, 2023 Page
Covering your bases with IP Indemnity

Part of the Deep Dive: AI Webinar Series When working with LLM providers that don't have their models public (Anthropic,...

October 14, 2023 Page
Data privacy in AI

Part of the Deep Dive: AI Webinar Series Data privacy in AI is something everyone needs to plan for. As...

October 14, 2023 Page
Opening up ChatGPT: a case study in operationalizing openness in AI

Part of the Deep Dive: AI Webinar Series Openness in AI is necessarily a multidimensional and therefore graded notion. We...

October 14, 2023 Page
Open source AI between enablement, transparency and reproducibility

Part of the Deep Dive: AI Webinar Series Open source AI is a misnomer. AI, notably in the form of...

October 14, 2023 Page
Operationalising the SAFE-D principles for Open Source AI

Part of the Deep Dive: AI Webinar Series The SAFE-D principles (Leslie, 2019) were developed at the Alan Turing Institute,...

October 14, 2023 Page
Should we use open source licenses for ML/AI models?

Part of the Deep Dive: AI Webinar Series Open source AI models are exponentially increasing in number and the variety...

October 14, 2023 Page
Copyright — Right Answer for Open Source Code, Wrong Answer for Open Source AI?

Part of the Deep Dive: AI Webinar Series Open source has always found its legal foundation primarily in copyright. Although...

October 14, 2023 Page
Fairness & Responsibility in LLM-based Recommendation Systems: Ensuring Ethical Use of AI Technology

Part of the Deep Dive: AI Webinar Series The advent of Large Language Models (LLMs) has opened a new chapter...

October 14, 2023 Page
Perspectives on Open Source Regulation in the upcoming EU AI Act

Part of the Deep Dive: AI Webinar Series This presentation will delve into the legal perspectives surrounding the upcoming EU...

October 14, 2023 Page
Federated Learning: A Paradigm Shift for Secure and Private Data Analysis

Part of the Deep Dive: AI Webinar Series IntroductionThere are situations where data relevant to a machine learning problem are...

October 14, 2023 Page
The Ideology of FOSS and AI: What “Open” means relating to platforms and black box systems

Part of the Deep Dive: AI Webinar Series The initial conception of Free and Open Source Software was developed during...

October 14, 2023 Page
Challenges welcoming AI in openly-developed open source projects

Part of the Deep Dive: AI Webinar Series Openly-developed open source projects are projects that are developed in a decentralized...

October 14, 2023 Page
Data is the key to Open Source AI

Part of the Deep Dive: Data Governance Webinar Series Video transcript Speaker: Stefano Maffulli, Executive Director, Open Source Initiative (OSI)...

October 6, 2025 Page
A data pathway to building public AI

Part of the Deep Dive: Data Governance Webinar Series In my talk, I will focus on how public AI goals can be...

October 7, 2025 Page
Governments as data providers for AI

Part of the Deep Dive: Data Governance Webinar Series Government intervention in the AI ecosystem is typically disregarded as heavy-handed regulation that...

October 7, 2025 Page
Copycats and the Commons: Governing Open Data for Trustworthy AI

Part of the Deep Dive: Data Governance Webinar Series The proliferation of open data on Community-Contributed Platforms (CCPs) is often championed as...

October 7, 2025 Page
Sovereign by Design: A Blueprint for Federated, Consent-Based AI Systems

Part of the Deep Dive: Data Governance Webinar Series Open source AI is often praised for transparency and scale—but too often overlooks...

October 7, 2025 Page
Trends and Insights of China Open Source Ecosystem in AI Era

Part of the Deep Dive: Data Governance Webinar Series China’s open source ecosystem is entering a period of rapid growth, driven by...

October 7, 2025 Page
New licensing initiatives for AI training data

Part of the Deep Dive: Data Governance Webinar Series This talk will build on ongoing work by the Centre for Internet and...

October 7, 2025 Page
How Data Provenance Powers Trustworthy AI

Part of the Deep Dive: Data Governance Webinar Series Today’s AI models depend on an invisible supply chain: the data they’re trained...

October 7, 2025 Page
The CLeAR Documentation Framework for AI Transparency: Recommendations for Practitioners

Part of the Deep Dive: Data Governance Webinar Series As AI systems become more widespread, so does the need for easy to...

October 7, 2025 Page
Anticipatory Bias Governance in AIED: From Reactive Detection to Proactive Design

Part of the Deep Dive: Data Governance Webinar Series Current data governance frameworks for Artificial Intelligence in Education (AIED) treat algorithmic fairness...

October 7, 2025 Page
What should open source AI aspire to be?

Part of the Deep Dive: Data Governance Webinar Series The discourse around open source AI typically considers openness and transparency a key...

October 7, 2025 Page
Building Public Data for LLMs

Part of the Deep Dive: Data Governance Webinar Series As the capabilities and influence of large language models (LLMs) continue to expand,...

October 7, 2025 Page
A new paradigm for publishing library collections: Institutional Books 1.0, a 242B token dataset

Part of the Deep Dive: Data Governance Webinar Series Data plays a critical role in the AI ecosystem, so much so that...

October 7, 2025 Page
Beyond Extraction: Building Community-Centered Speech Data

Part of the Deep Dive: Data Governance Webinar Series With the advent of deep learning, speech recognition models like Open AI’s Whisper...

October 7, 2025 Page
Saving What’s Ours: The Data Rescue Project and the Fight for Public Data

Part of the Deep Dive: Data Governance Webinar Series The Data Rescue Project (DRP) emerged as a collaborative effort to protect and...

October 7, 2025 Page