AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
Large Language Models (LLMs) have disrupted the balance between content production and quality assurance that sustains knowledge commons, leading many to prohibit or restrict their use. But what happens when a community instead appropriates an LLM-powered tool for its own needs? We investigate this question through Wik...
English Wikipedia is one of the largest examples of collective intelligence on the Web, sustained not only by article production but also by volunteer coordination and governance. While prior research has examined coordination work in Wikipedia, less attention has been paid to how participation in these spaces has evol...
Social media platforms are increasingly reshaping content moderation through participatory governance models. In January 2025, Meta announced that its third-party fact-checking program in the United States would be replaced by Community Notes, raising questions concerning platform governance, freedom of expression, epi...
LLM agents are beginning to write the rules they live under: policies, contracts and code that other agents review and approve. What happens when those rules must decide who is sacrificed from a group? We built GovSim-SelfGovern, a commons in which agents legislate in executable Python, test each law in a sandbox, vote...
American voters, politicians, and media are increasingly hostile toward out-partisans and frequently disagree about the content of policies. This development raises an even more fundamental question about the nature of politics in highly polarized societies: Can the political actors even agree on what issues to disagre...
A research team can hand its budget to partners in the Global South, list those partners first on the paper, and let them set the research questions. The concepts, methods and terms that decide what counts as a finding stay in place. More manuscripts now claim to be decolonial, and editors and reviewers judge those c...
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