人工智能驱动的数字孪生和开放数据：构建欧洲下一代治理基础设施.pdf

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1、Professor Slava JankinCentre for AI in Government and Institute for Data and AI,University of Birmingham,United KingdomAI-powered Digital Twins and Open DataBuilding Europes Next-Generation Governance InfrastructureAI-powered Digital Twins and Open DataBuilding Europes Next-Generation Governance Inf

2、rastructureAI-powered Digital Twins and Open DataThe Political ChallengePolitical systems generate vast dataYet remain black boxes resistant to predictionHigh-stakes failures in international diplomacyWhat if we could simulate before negotiating?AI-powered Digital Twins and Open Data(BBC)Digital Twi

3、ns EvolutionFrom physical systems to governance processesVirtual replicas simulating institutional behaviourModelling both formal structures and informal practicesAI-powered Digital Twins and Open Data(Siemens)(The Straight Times)(Fujitsu)Why Now?AI-powered Digital Twins and Open DataLLMs as Politic

4、al AgentsLarge language models as foundationTrained on institutional documents and transcriptsCapturing both formal rules and tacit knowledgeMulti-agent systems modelling negotiation dynamicsAI-powered Digital Twins and Open Data(Microsoft AutoGen)Open Data for Political TwinsWhat digital twins need

5、 vs.what we have:Complete,modal dataStandardised data across EU institutionsRegular updates(most data refreshed yearly,not weekly)Connections between related documents and processesAI-powered Digital Twins and Open Data(Wiki)EU Institutions Digital TwinModular architecture for EU governance simulati

6、onData collection(Prof James Cross,UCD)Early insights on cross-institutional dynamicsEvaluation system(Prof Arnold,Dr Sheldon Bham)AI-powered Digital Twins and Open Data(Council of the European Union)The Zelenskyy-Trump CaseAI-powered Digital Twins and Open Da