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<p class="MsoNormal"><b><span style="font-size:14.0pt;font-family:Helvetica;color:black">Rethinking Multi-agent Systems in the Era of LLMs</span></b><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:14.0pt;font-family:Helvetica;color:black">A One-Day Workshop - University of Oxford, UK</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:14.0pt;font-family:Helvetica;color:black">* Call for Expressions of Interest *</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:14.0pt;font-family:Helvetica;color:black">16 September 2025</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:14.0pt;font-family:Helvetica;color:black"><a href="https://sites.google.com/view/rethinking-mas/home" title="https://sites.google.com/view/rethinking-mas/home"><span style="color:#467886">https://sites.google.com/view/rethinking-mas/home</span></a></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">OVERVIEW</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">The field of multi-agent systems emerged in the early 1990s, driven by</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">the vision that the future of AI would involve networks of AI programs</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">- agents - operating autonomously in pursuit of user-delegated</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">goals. A crucial part of this vision was that these agents would need</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">to interact with one-another in pursuit of their delegated goals,</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">which led to much work in the development of agents with social</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">skills: the ability to cooperate, coordinate, and negotiate.</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">The emergence of Large-Language Models (LLMs) has led to massive</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">renewed interest in multi-agent systems. Most LLMs are fundamentally</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">chatbots: they aren't equipped with the ability to carry out actions,</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">or to interact with other AI systems. There is much interest currently</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">in the possibility of LLM-powered agents, which leverage the general</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">intelligence of LLMs in systems that can act autonomously, exactly as</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">was envisaged in the original dream of multi-agent systems. In</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">addition, there is evidence that structuring a system as a collection</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">of interacting agents, each playing a specific role, can be a useful</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">way to build complex problem solving systems.</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">This workshop aims to bring together those interested in LLM-based</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">multi-agent systems. The goals of the event are, firstly, to try to</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">understand how the new technology of LLMs can be best used to realise</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">the classic vision of multi-agent systems, and second, what can be</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">learned from classic multi-agent systems in the LLM-agent era.<span class="apple-converted-space"> </span></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">TOPICS OF INTEREST</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Include but are not restricted to...</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Revisiting classic multi-agent architectures in light of LLM capabilities<span class="apple-converted-space"> </span></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Architectures for LLM agents</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> LLMs as agents vs. tools</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Emergent behaviours in LLM-powered agent societies</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Standards for LLM agents: MCP, A2A, ...<span class="apple-converted-space"> </span></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Communication and Coordination</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Language as the primary protocol - agents communicating via</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> natural language vs. symbolic messages</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Grounding meaning and shared understanding among LLM agents</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Ontologies for LLM-powered agents</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Negotiation, persuasion, and argumentation with LLM agents</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Trust, deception, and misinformation in LLM-based agent societies</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Emergence of shared mental models/collective intelligence</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Dialogue protocols and structured conversations for LLM MAS</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Learning and Adaptation</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> On-the-fly role learning and specialization among LLM agents</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Multi-agent reinforcement learning with language-based policies</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Meta-learning in agent collectives using LLMs</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Evaluation and Benchmarking</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Benchmarks for multi-agent communication involving LLMs</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Token-efficient dialogues</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Emergent cooperation / competition / collusion</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Robustness and safety of LLM-powered agent collectives</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Ethics, Safety, and Governance</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Detecting and mitigating unintended/emergent behaviours</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Alignment of multi-agent objectives when agents have LLM-driven autonomy</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Social biases and value alignment in agent interactions</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Regulatory and societal implications of scalable LLM-based agent swarms</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> <span class="apple-converted-space"> </span></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Applications and Case Studies</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Collaborative problem solving (e.g., scientific discovery, design)</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Multi-agent simulations for economic or policy modeling</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Large-scale digital societies and synthetic populations</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Human-agent teams: hybrid collaboration settings</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Multi-agent gaming and open-ended virtual worlds</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Game theory and LLM-based multi-agent systems</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Mechanism design for LLM-agent protocols</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> LLM agents as rational actors</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Convergence to game theoretic solutions</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> <span class="apple-converted-space"> </span></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Future Directions</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Bridging symbolic and sub-symbolic reasoning in agent collectives</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Designing societal-level intelligence: beyond individual agent optimization</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> LLM-based robotic AI<span class="apple-converted-space"> </span></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">HOW TO PARTICIPATE</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">We are seeking expressions of interest for participation by giving a</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">talk or demo. Please submit your expression of interest via EasyChair:</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> <span class="apple-converted-space"> </span><a href="https://easychair.org/conferences?conf=rethinkmas2025" title="https://easychair.org/conferences?conf=rethinkmas2025"><span style="color:#467886">https://easychair.org/conferences?conf=rethinkmas2025</span></a></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Note we do *NOT* require original unpublished research, or indeed the</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">submission of technical papers. We are looking for expressions of</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">interest to present research or demos, and the submission process is</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">lightweight.</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">During the submission, you will be asked to upload a paper: you can</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">upload a paper (published or unpublished), report, presentation, or</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">any other document in the form of a PDF, to support your</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">application.<span class="apple-converted-space"> </span></span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">You should use the abstract to briefly describe what work you want to</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">present and how it relates to the theme of the event.</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> * DEADLINE FOR EXPRESSIONS OF INTEREST: FRIDAY 8 AUGUST 2025 AOE *</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">Expressions of interest will be only lightly reviewed, focussing on</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">relevance/interest. Detailed reviews will not be provided. A token fee</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">will be charged for attendance; consideration will be given for</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">participants unable to pay the fee.</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">WHEN AND WHERE</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">The workshop will be a 1-day event held on 16 Sept 2025 at:</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Department of Computer Science</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> University of Oxford</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> Oxford</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> OX1 3QD</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black"> United Kingdom</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">ORGANISATION</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">* Michael Wooldridge [University of Oxford]<span class="apple-converted-space"> </span><a href="mailto:mjw@cs.ox.ac.uk" title="mailto:mjw@cs.ox.ac.uk"><span style="color:#467886">mjw@cs.ox.ac.uk</span></a><span class="apple-converted-space"> </span>*Main
Contact*</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">* Sarit Kraus [Bar Ilan University, Israel]</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">* Emanuele la Malfa [University of Oxford]</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">* Samuele Marro [University of Oxford]</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">SUPPORT</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">This event is supported by the Schmidt Sciences Foundation under an</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">AI2020 Senior Fellowship awarded to Michael Wooldridge, and by the</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;font-family:Helvetica;color:black">UKRI under the AI Hub on Generative AI (<a href="https://www.genai.ac.uk" title="https://www.genai.ac.uk/"><span style="color:#467886">https://www.genai.ac.uk</span></a>).</span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
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<p class="MsoNormal"><b><span style="font-size:11.0pt;font-family:Helvetica;color:black">Michael Wooldridge</span></b><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal"><i><span style="font-size:11.0pt;font-family:Helvetica;color:black">Ashall Professor of the Foundations of Artificial Intelligence, University of Oxford</span></i><span style="color:black"><o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-size:11.0pt;font-family:Helvetica;color:black">PA: Jenny Dollard <<a href="mailto:jenny.dollard@cs.ox.ac.uk" title="mailto:jenny.dollard@cs.ox.ac.uk"><span style="color:#0563C1">jenny.dollard@cs.ox.ac.uk</span></a>></span><span style="color:black"><o:p></o:p></span></p>
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