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Marc-Antoine has worked in computational linguistics, knowledge representation, and more recently has focused on tools for augmented collective intelligence. He's especially interested in how to represent emergent and disputed knowledge.
We present a model of the formation of a knowledge commons for democratic, collective decision-making in society, and explain how generative AI disrupts the formation of this knowledge commons. We will also present ways in which to reinforce the collective processes around a knowledge commons, including the possible contributions of hybrid AI.
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This is based on a paper that was presented at the IJCAI'25 democracy and AI workshop.
Marc-Antoine has worked in computational linguistics, knowledge representation, and more recently has focused on tools for augmented collective intelligence. He's especially interested in how to represent emergent and disputed knowledge.
We present a model of the formation of a knowledge commons for democratic, collective decision-making in society, and explain how generative AI disrupts the formation of this knowledge commons. We will also present ways in which to reinforce the collective processes around a knowledge commons, including the possible contributions of hybrid AI.
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This is based on a paper that was presented at the IJCAI'25 democracy and AI workshop.
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<h4>2026/03/10</h4>
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<b><ahref="https://drive.google.com/file/d/1UNVlGqzhnh2BNpviwctUlvue33MjN34k/view">Evaluating Cooperation in LLM Social Groups through Self-Organizing Leadership</a></b>
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