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<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" as="image" href="/cuni.png"/><link rel="stylesheet" href="/_next/static/css/7b89c99021b7c54b.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/278fc9d59789758a.css" data-precedence="next"/><link rel="stylesheet" href="/_next/static/css/22b3bd295da38e71.css" data-precedence="next"/><link rel="preload" as="script" fetchPriority="low" href="/_next/static/chunks/webpack-f1208f25a1e0155d.js"/><script src="/_next/static/chunks/2200cc46-82d909a90f4b76db.js" async=""></script><script src="/_next/static/chunks/945-00eab214fe63f97f.js" async=""></script><script src="/_next/static/chunks/main-app-d0b5f0d523d77173.js" async=""></script><script src="/_next/static/chunks/178-1523e477de9f1b12.js" async=""></script><script src="/_next/static/chunks/251-ca20a87b2e7d180c.js" async=""></script><script src="/_next/static/chunks/app/page-7de4568e6c47cda0.js" async=""></script><script src="/_next/static/chunks/app/layout-fb6d82eb2e9c71e2.js" async=""></script><title>Alignment of Complex Systems Research Group – ACS Team</title><link rel="icon" href="/icon.png"/><script src="/_next/static/chunks/polyfills-42372ed130431b0a.js" noModule=""></script></head><body class="font-serif"><!--$--><!--/$--><div class="h-screen"><header class="Header_header__MvnS2 Header_open-false__J8RUh"><a class="Header_abbr-other__uRTpH" href="/">ACS</a><span class="Header_burger__CUvUF">☰</span><nav class="Header_nav__EE71E"><a href="/about">ABOUT</a><span class="Header_dotsep__AsvCj">•</span><a href="/research">RESEARCH</a><span class="Header_dotsep__AsvCj">•</span><a href="/posts">POSTS</a><span class="Header_dotsep__AsvCj">•</span><a href="/team">TEAM</a><span class="Header_dotsep__AsvCj">•</span><a href="/contact">CONTACT</a></nav></header><div class="page-container"><div class="prose max-w-none Content_content__bGfAW"><h1 class="pt-8">ACS Team</h1><div><h3>Jan Kulveit</h3>
<div class="team-role">Principal Investigator</div>
<p>Jan's current research is focused on understanding complex systems composed of both humans and AIs, and mathematical theories of cooperation and kindness across scales. Jan has a background in physics and complex networks and holds a PhD in physics from Charles University in Prague. Prior to co-founding ACS, Jan was a Research Fellow at Future of Humanity Institute, Oxford University and working on macrostrategy, AI alignment and existential risk. During covid pandemic, Jan also co-founded the Epidemic Forecasting project, and worked on modelling the pandemic. He has advised multiple national governments and international organisations including WHO, ECDC and government of the Czech republic. His work has been featured in the national and international media.</p>
<h3>Raymond Douglas</h3>
<div class="team-role">Senior Researcher</div>
<p>Raymond's main areas of interest are understanding the civilisational ramifications of powerful AI systems, and developing better accounts of how agency works in AI systems. Alongside his work at ACS, he is a research affiliate at the University of Toronto CS department and a contributor to the 2026 International AI Safety Report.</p>
<h3>Martin Vaněk</h3>
<div class="team-role">Research Manager</div>
<p>Martin is helping set up and run ACS Research. He holds a Master's degree in theoretical physics from Charles University in Prague. Before joining ACS, he spent several years as the Executive Director of an NGO running international physics competitions reaching thousands of participants worldwide.</p>
<h2>LLM Psychology and Sociology Team</h2>
<h3>Theia Vogel</h3>
<div class="team-role">LLM Psychology and Sociology Researcher</div>
<p>Theia Vogel is the creator of the <a href="https://github.com/vgel/repeng">repeng</a> open-source library for representation engineering, and a 2024 New Science fellow. Their research explores how language models represent and reason about themselves—from how personas are represented and manipulated to whether models can accurately introspect on their own internal states. They have a background in computational linguistics, and live in Seattle.</p>
<h3>Ondřej Havlíček</h3>
<div class="team-role">LLM Psychology and Sociology Researcher</div>
<p>Ondřej holds a PhD in cognitive science from LMU Munich, where he studied the sense of agency — how humans experience themselves as authors of their actions. He conducted post-doctoral research at the Max Planck Institute for Human Cognitive and Brain Sciences and was affiliated with the Czech National Institute of Mental Health. Before joining ACS, he spent eight years as a data science architect. At ACS, he applies experimental cognitive science methods to study the psychology of large language models.</p>
<h3>Annie Stephenson</h3>
<div class="team-role">LLM Psychology and Sociology Researcher</div>
<p>Annie holds a PhD in applied physics from Harvard University. As a postdoc at Princeton University, she studied emergent collective behavior in online communities. At ACS, she applies methods from complex systems, physics, and ecology to study the psychology and sociology of large language models. She is interested in understanding how cooperation, culture, and other emergent behaviors will change as AI becomes embedded in human social systems.</p>
<h2>Researchers</h2>
<h3>Vojtěch Kovařík</h3>
<div class="team-role">Researcher</div>
<p>Vojtěch holds a PhD in mathematics from Charles University. He has held postdoctoral positions at Czech Technical University and Carnegie Mellon University's Foundations of Cooperative AI Lab, and did research at Oxford's Future of Humanity Institute. His research focuses on game-theoretic approaches to AI safety, formal analysis of AI evaluation protocols, and risks from runaway optimisation.</p>
<h3>Tomáš Gavenčiak</h3>
<div class="team-role">Researcher</div>
<p>Tomáš received his PhD in theoretical computer science. He has since conducted research in both theoretical and applied areas including game theory, algorithms, data structures, computational genomics, and Bayesian modelling. His current interests focus on modelling human and artificial cognition, bounded rationality, and experiments investigating games, agency, and language models.</p>
<h3>Gavin Leech</h3>
<div class="team-role">Research Associate</div>
<p>Gavin holds a PhD in AI from the University of Bristol and cofounded the research consultancy <a href="https://arbresearch.com/">Arb</a>, which specialises in forecasting, ML research, and technical policy. He co-authored <em>The Scaling Era: An Oral History of AI, 2019–2025</em> with Dwarkesh Patel. During the Covid pandemic, he shifted to epidemiology, publishing in PNAS, Nature Communications, and PLoS Computational Biology, and advised the UK government on Covid and AI policy. He was a Fellow at the Cosmos Institute, Fellow at Foresight Insititute and visiting fellow at University of Cambridge.</p>
<h3>Simon McGregor</h3>
<div class="team-role">Research Associate</div>
<p>Simon is a reseacher at University of Sussex, focusing is on complex adaptive systems and cognition both "in silico" (on computers) and "in vivo" (in biological organisms). His research often applies the frameworks of Shannon information theory and algorithmic information theory to the conceptual treatment of complex adaptive systems, formalization of agency, and goal-directed action.</p>
<h2>Alumni</h2>
<h3>Mihály Bárász</h3>
<p>Mihály contributed to ACS as a research engineer, bringing his background in mathematics and formal methods from Google and MIRI. He now works at an IT consulting company he co-founded and leads the Program on AI and Reasoning (PAIR).</p>
<h3>Nora Ammann</h3>
<p>Nora worked at ACS as a research manager and researcher. She is now a Programme Director on the Safeguarded AI programme at the UK's Advanced Research and Invention Agency (ARIA).</p>
<h3>Ada Böhm</h3>
<p>At ACS, Ada co-developed the InterLab multi-agent interaction toolkit and co-authored research on AI-AI bias. She now works in high-performance computing at IT4Innovations National Supercomputing Center and co-founded lern.cz, a technical training company.</p>
<h3>Clem von Stengel</h3>
<p>Clem worked at ACS as a researcher. He has since co-founded Conduit Intelligence, a brain-computer interface startup building non-invasive thought-to-text technology.</p></div></div><footer class="footer-container"><div class="footer-divider"></div><div class="footer-column-logo"><img class="footer-logo" src="/cuni.png" alt="CUNI Logo"/></div><div class="footer-columns"><div class="footer-subcolumn">Academic part of ACS research group is part of<!-- --> <a href="http://www.cts.cuni.cz/en">Center for Theoretical Study</a> at<!-- --> <a href="https://cuni.cz/en">Charles University in Prague.</a> <!-- --> <!-- -->ACS research program is also supported by Epistea, z. s.</div><div class="footer-subcolumn"><div class="footer-contact-line"><span style="float:left;padding:0 0.5em 1.3em 0"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" style="display:inline;height:1em"><path d="M48 64C21.5 64 0 85.5 0 112c0 15.1 7.1 29.3 19.2 38.4L236.8 313.6c11.4 8.5 27 8.5 38.4 0L492.8 150.4c12.1-9.1 19.2-23.3 19.2-38.4c0-26.5-21.5-48-48-48H48zM0 176V384c0 35.3 28.7 64 64 64H448c35.3 0 64-28.7 64-64V176L294.4 339.2c-22.8 17.1-54 17.1-76.8 0L0 176z"></path></svg></span>Husova 4<br/>110 00 Prague, CZ</div><div class="footer-contact-line"><a href="mailto:contact@acsresearch.org"><span style="padding:0 0.5em 0 0"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" style="display:inline;height:1em"><path d="M256 64C150 64 64 150 64 256s86 192 192 192c17.7 0 32 14.3 32 32s-14.3 32-32 32C114.6 512 0 397.4 0 256S114.6 0 256 0S512 114.6 512 256v32c0 53-43 96-96 96c-29.3 0-55.6-13.2-73.2-33.9C320 371.1 289.5 384 256 384c-70.7 0-128-57.3-128-128s57.3-128 128-128c27.9 0 53.7 8.9 74.7 24.1c5.7-5 13.1-8.1 21.3-8.1c17.7 0 32 14.3 32 32v80 32c0 17.7 14.3 32 32 32s32-14.3 32-32V256c0-106-86-192-192-192zm64 192a64 64 0 1 0 -128 0 64 64 0 1 0 128 0z"></path></svg></span>contact@acsresearch.org</a></div><div class="footer-contact-line"><a href="https://twitter.com/acsresearchorg"><span style="padding:0 0.5em 0 0"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" style="display:inline;height:1em"><path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"></path></svg></span>@acsresearchorg</a></div></div></div></footer></div></div><script src="/_next/static/chunks/webpack-f1208f25a1e0155d.js" async=""></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><script>self.__next_f.push([1,"1:HL[\"/_next/static/css/7b89c99021b7c54b.css\",\"style\"]\n2:HL[\"/_next/static/css/278fc9d59789758a.css\",\"style\"]\n3:HL[\"/_next/static/css/22b3bd295da38e71.css\",\"style\"]\n"])</script><script>self.__next_f.push([1,"4:I[2433,[],\"\"]\n6:I[2856,[\"178\",\"static/chunks/178-1523e477de9f1b12.js\",\"251\",\"static/chunks/251-ca20a87b2e7d180c.js\",\"931\",\"static/chunks/app/page-7de4568e6c47cda0.js\"],\"default\"]\n8:I[176,[],\"\"]\na:I[9414,[],\"\"]\nb:\"$Sreact.strict_mode\"\nc:\"$Sreact.suspense\"\nd:I[1290,[\"185\",\"static/chunks/app/layout-fb6d82eb2e9c71e2.js\"],\"default\"]\nf:I[8528,[],\"\"]\n7:T1951,"])</script><script>self.__next_f.push([1,"\u003ch3\u003eJan Kulveit\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003ePrincipal Investigator\u003c/div\u003e\n\u003cp\u003eJan's current research is focused on understanding complex systems composed of both humans and AIs, and mathematical theories of cooperation and kindness across scales. Jan has a background in physics and complex networks and holds a PhD in physics from Charles University in Prague. Prior to co-founding ACS, Jan was a Research Fellow at Future of Humanity Institute, Oxford University and working on macrostrategy, AI alignment and existential risk. During covid pandemic, Jan also co-founded the Epidemic Forecasting project, and worked on modelling the pandemic. He has advised multiple national governments and international organisations including WHO, ECDC and government of the Czech republic. His work has been featured in the national and international media.\u003c/p\u003e\n\u003ch3\u003eRaymond Douglas\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eSenior Researcher\u003c/div\u003e\n\u003cp\u003eRaymond's main areas of interest are understanding the civilisational ramifications of powerful AI systems, and developing better accounts of how agency works in AI systems. Alongside his work at ACS, he is a research affiliate at the University of Toronto CS department and a contributor to the 2026 International AI Safety Report.\u003c/p\u003e\n\u003ch3\u003eMartin Vaněk\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eResearch Manager\u003c/div\u003e\n\u003cp\u003eMartin is helping set up and run ACS Research. He holds a Master's degree in theoretical physics from Charles University in Prague. Before joining ACS, he spent several years as the Executive Director of an NGO running international physics competitions reaching thousands of participants worldwide.\u003c/p\u003e\n\u003ch2\u003eLLM Psychology and Sociology Team\u003c/h2\u003e\n\u003ch3\u003eTheia Vogel\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eLLM Psychology and Sociology Researcher\u003c/div\u003e\n\u003cp\u003eTheia Vogel is the creator of the \u003ca href=\"https://github.com/vgel/repeng\"\u003erepeng\u003c/a\u003e open-source library for representation engineering, and a 2024 New Science fellow. Their research explores how language models represent and reason about themselves—from how personas are represented and manipulated to whether models can accurately introspect on their own internal states. They have a background in computational linguistics, and live in Seattle.\u003c/p\u003e\n\u003ch3\u003eOndřej Havlíček\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eLLM Psychology and Sociology Researcher\u003c/div\u003e\n\u003cp\u003eOndřej holds a PhD in cognitive science from LMU Munich, where he studied the sense of agency — how humans experience themselves as authors of their actions. He conducted post-doctoral research at the Max Planck Institute for Human Cognitive and Brain Sciences and was affiliated with the Czech National Institute of Mental Health. Before joining ACS, he spent eight years as a data science architect. At ACS, he applies experimental cognitive science methods to study the psychology of large language models.\u003c/p\u003e\n\u003ch3\u003eAnnie Stephenson\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eLLM Psychology and Sociology Researcher\u003c/div\u003e\n\u003cp\u003eAnnie holds a PhD in applied physics from Harvard University. As a postdoc at Princeton University, she studied emergent collective behavior in online communities. At ACS, she applies methods from complex systems, physics, and ecology to study the psychology and sociology of large language models. She is interested in understanding how cooperation, culture, and other emergent behaviors will change as AI becomes embedded in human social systems.\u003c/p\u003e\n\u003ch2\u003eResearchers\u003c/h2\u003e\n\u003ch3\u003eVojtěch Kovařík\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eResearcher\u003c/div\u003e\n\u003cp\u003eVojtěch holds a PhD in mathematics from Charles University. He has held postdoctoral positions at Czech Technical University and Carnegie Mellon University's Foundations of Cooperative AI Lab, and did research at Oxford's Future of Humanity Institute. His research focuses on game-theoretic approaches to AI safety, formal analysis of AI evaluation protocols, and risks from runaway optimisation.\u003c/p\u003e\n\u003ch3\u003eTomáš Gavenčiak\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eResearcher\u003c/div\u003e\n\u003cp\u003eTomáš received his PhD in theoretical computer science. He has since conducted research in both theoretical and applied areas including game theory, algorithms, data structures, computational genomics, and Bayesian modelling. His current interests focus on modelling human and artificial cognition, bounded rationality, and experiments investigating games, agency, and language models.\u003c/p\u003e\n\u003ch3\u003eGavin Leech\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eResearch Associate\u003c/div\u003e\n\u003cp\u003eGavin holds a PhD in AI from the University of Bristol and cofounded the research consultancy \u003ca href=\"https://arbresearch.com/\"\u003eArb\u003c/a\u003e, which specialises in forecasting, ML research, and technical policy. He co-authored \u003cem\u003eThe Scaling Era: An Oral History of AI, 2019–2025\u003c/em\u003e with Dwarkesh Patel. During the Covid pandemic, he shifted to epidemiology, publishing in PNAS, Nature Communications, and PLoS Computational Biology, and advised the UK government on Covid and AI policy. He was a Fellow at the Cosmos Institute, Fellow at Foresight Insititute and visiting fellow at University of Cambridge.\u003c/p\u003e\n\u003ch3\u003eSimon McGregor\u003c/h3\u003e\n\u003cdiv class=\"team-role\"\u003eResearch Associate\u003c/div\u003e\n\u003cp\u003eSimon is a reseacher at University of Sussex, focusing is on complex adaptive systems and cognition both \"in silico\" (on computers) and \"in vivo\" (in biological organisms). His research often applies the frameworks of Shannon information theory and algorithmic information theory to the conceptual treatment of complex adaptive systems, formalization of agency, and goal-directed action.\u003c/p\u003e\n\u003ch2\u003eAlumni\u003c/h2\u003e\n\u003ch3\u003eMihály Bárász\u003c/h3\u003e\n\u003cp\u003eMihály contributed to ACS as a research engineer, bringing his background in mathematics and formal methods from Google and MIRI. He now works at an IT consulting company he co-founded and leads the Program on AI and Reasoning (PAIR).\u003c/p\u003e\n\u003ch3\u003eNora Ammann\u003c/h3\u003e\n\u003cp\u003eNora worked at ACS as a research manager and researcher. She is now a Programme Director on the Safeguarded AI programme at the UK's Advanced Research and Invention Agency (ARIA).\u003c/p\u003e\n\u003ch3\u003eAda Böhm\u003c/h3\u003e\n\u003cp\u003eAt ACS, Ada co-developed the InterLab multi-agent interaction toolkit and co-authored research on AI-AI bias. She now works in high-performance computing at IT4Innovations National Supercomputing Center and co-founded lern.cz, a technical training company.\u003c/p\u003e\n\u003ch3\u003eClem von Stengel\u003c/h3\u003e\n\u003cp\u003eClem worked at ACS as a researcher. 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