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<title>Machine Learning and Society @ 🤗 </title> |
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<h1>Machine Learning and Society @ 🤗</h1> |
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<li><a href="index.html">ML&Soc Home</a></li> |
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<li><a href="projects.html">ML&Soc Projects</a></li> |
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<li><a href="topics.html">ML&Soc Topics</a></li> |
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<li><a href="team.html">ML&Soc Team</a></li> |
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<h2>Menu</h2> |
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<li><a href="projects.html#Policy">Policy Writings, Primers, and Responses</a></li> |
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<li><a href="projects.html#Energy">AI Energy Scores for AI Systems</a></li> |
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<li><a href="projects.html#Evaluation">Social Impact Evaluations for GenAI</a></li> |
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<li><a href="projects.html#Data">The Social Lives and Impacts of ML Data</a></li> |
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<li><a href="projects.html#Legal">Investigating the Regulatory Context of AI</a></li> |
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<h2>Machine Learning & Society ongoing Projects</h2> |
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We have several ongoing projects, some team-internal and some in collaboration |
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with other organizations |
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<h3 id="Policy">Policy Writings, Primers, and Responses</h3> |
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<a href="https://huggingface.co/datasets/huggingface/policy-docs"> |
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List of Published Hugging Face Policy Documents |
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Our work on public policy includes answering RFCs and RFIs, as well as... |
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<h3 id="Energy">AI Energy Scores for AI Systems</h3> |
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<a href="https://huggingface.co/EnergyStarAI"> |
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AI Energy Scores Organization on Hugging Face |
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This project led by Dr. Sasha Luccioni in collaboration with... |
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<h3 id="Evaluation">Social Impact Evaluations for GenAI</h3> |
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<a href="https://evaleval.github.io/"> |
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The EvalEval 2024 Workshop on Measuring Broader Impacts of Generative AI |
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Our team co-organizes an ongoing collaborative efforts advancing the state an tooling |
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for evaluating the social impact of generative AI systems through writing, coalition buildind, |
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workshop organization, and... |
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<h3 id="Data">The Social Lives and Impacts of ML Data</h3> |
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<a href="https://arxiv.org/abs/2206.03216"> |
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BigScience Data Governance Paper |
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Data rights, valuation of data, and understanding of its social and commercial |
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dynamics, are at the heart of most of the issues facing AI governance. Our team |
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works on theoretical and practical (BigCode) data governance projects to... |
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<h3 id="Legal">Investigating the Regulatory Context of AI</h3> |
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<a href="https://docs.google.com/document/d/1L53lgMW44maaavnpGb3unuVtLIbEzxj8DCGpvLdYrtM/"> |
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Legal Hackathon 2024: EU-US Cross-Analysis of Domain Regulation |
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In collaboration with NYU Law School and the Allen Institute for AI, our team organizes yearly |
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intensive legal research weeks on the regulatory context of AI, focusing in particular on how |
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existing regulations and protected rights apply to new technological developments. |
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</section> |
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