Collaborators
People I’ve collaborated with across projects, research, and posts — expand a name to see what we worked on together.
Shared work
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Isaac Song ’24–present Undergrad @ Georgia Tech
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No One Wins in Nuclear War: A Social Simulation of Military Decision-making Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative -
Role Steering of Language Models for Social Simulations Isaac Song†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mohammed Rehan Parwani†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Glenn Matlin†＊🐝🔥 (Equal first author; Corresponding author; Georgia Tech; MATS)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Emile Timothy Anand‡🐝 (Equal second author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Akhil Theerthala‡🧭 (Equal second author; Independent)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Arjun Chatterjee§🌾 (Equal third author; UIUC)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Anthony Zang§🐝 (Equal third author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Maria Kostylew¶🔥📖 (Advisor; MATS; Oxford)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Yonadav Shavit¶🌀 (Advisor; OpenAI)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Sebastien Krier¶🧠 (Advisor; Google DeepMind)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mark Riedl¶🐝 (Advisor; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind -
Shall We Play a Game? Language Models for Open-ended Wargames Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Yixiong Hao‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Parv Mahajan‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Evan Montoya§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Ryan Bard§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Stuart Topp§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang††🐝🛡️ (Equal fourth author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mohammed Rehan Parwani††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Soham Shetty††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative -
ModeLLM Anthony Zang† (First author)†First author‡Second author§Equal third author, Isaac Song‡ (Second author)†First author‡Second author§Equal third author, Richard Nguyen§ (Equal third author)†First author‡Second author§Equal third author, SeungTaek (Stan) Lee§ (Equal third author)†First author‡Second author§Equal third author Project Mar 2025 – May 2025 Repo ↗ -
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CouchMUN Henry Bui†＊ (Equal first author; Corresponding author)†Equal first author＊Corresponding author, Isaac Song† (Equal first author)†Equal first author＊Corresponding author, Anthony Zang†＊ (Equal first author; Corresponding author)†Equal first author＊Corresponding author -
EHRudite Isaac Song† (Equal first author)†Equal first author‡Second author, Anthony Zang† (Equal first author)†Equal first author‡Second author, Zini Chakraborty† (Equal first author)†Equal first author‡Second author, Michael Edoigiawerie‡ (Second author)†Equal first author‡Second author
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Glenn Matlin present PhD @ Georgia Tech ·MATS 9.0/9.1
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No One Wins in Nuclear War: A Social Simulation of Military Decision-making Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative -
Role Steering of Language Models for Social Simulations Isaac Song†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mohammed Rehan Parwani†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Glenn Matlin†＊🐝🔥 (Equal first author; Corresponding author; Georgia Tech; MATS)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Emile Timothy Anand‡🐝 (Equal second author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Akhil Theerthala‡🧭 (Equal second author; Independent)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Arjun Chatterjee§🌾 (Equal third author; UIUC)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Anthony Zang§🐝 (Equal third author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Maria Kostylew¶🔥📖 (Advisor; MATS; Oxford)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Yonadav Shavit¶🌀 (Advisor; OpenAI)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Sebastien Krier¶🧠 (Advisor; Google DeepMind)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mark Riedl¶🐝 (Advisor; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind -
Shall We Play a Game? Language Models for Open-ended Wargames Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Yixiong Hao‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Parv Mahajan‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Evan Montoya§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Ryan Bard§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Stuart Topp§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang††🐝🛡️ (Equal fourth author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mohammed Rehan Parwani††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Soham Shetty††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative
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Mohammed Rehan Parwani present Undergrad @ Georgia Tech
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Role Steering of Language Models for Social Simulations Isaac Song†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mohammed Rehan Parwani†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Glenn Matlin†＊🐝🔥 (Equal first author; Corresponding author; Georgia Tech; MATS)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Emile Timothy Anand‡🐝 (Equal second author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Akhil Theerthala‡🧭 (Equal second author; Independent)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Arjun Chatterjee§🌾 (Equal third author; UIUC)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Anthony Zang§🐝 (Equal third author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Maria Kostylew¶🔥📖 (Advisor; MATS; Oxford)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Yonadav Shavit¶🌀 (Advisor; OpenAI)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Sebastien Krier¶🧠 (Advisor; Google DeepMind)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mark Riedl¶🐝 (Advisor; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind -
Shall We Play a Game? Language Models for Open-ended Wargames Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Yixiong Hao‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Parv Mahajan‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Evan Montoya§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Ryan Bard§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Stuart Topp§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang††🐝🛡️ (Equal fourth author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mohammed Rehan Parwani††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Soham Shetty††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative
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Akhil Theerthala present Applied Scientist @ Perfios ·Research Affiliate @ Financial Services Innovation Lab, Georgia Tech
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Role Steering of Language Models for Social Simulations Isaac Song†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mohammed Rehan Parwani†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Glenn Matlin†＊🐝🔥 (Equal first author; Corresponding author; Georgia Tech; MATS)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Emile Timothy Anand‡🐝 (Equal second author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Akhil Theerthala‡🧭 (Equal second author; Independent)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Arjun Chatterjee§🌾 (Equal third author; UIUC)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Anthony Zang§🐝 (Equal third author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Maria Kostylew¶🔥📖 (Advisor; MATS; Oxford)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Yonadav Shavit¶🌀 (Advisor; OpenAI)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Sebastien Krier¶🧠 (Advisor; Google DeepMind)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mark Riedl¶🐝 (Advisor; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind
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Arjun Chatterjee present
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Role Steering of Language Models for Social Simulations Isaac Song†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mohammed Rehan Parwani†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Glenn Matlin†＊🐝🔥 (Equal first author; Corresponding author; Georgia Tech; MATS)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Emile Timothy Anand‡🐝 (Equal second author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Akhil Theerthala‡🧭 (Equal second author; Independent)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Arjun Chatterjee§🌾 (Equal third author; UIUC)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Anthony Zang§🐝 (Equal third author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Maria Kostylew¶🔥📖 (Advisor; MATS; Oxford)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Yonadav Shavit¶🌀 (Advisor; OpenAI)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Sebastien Krier¶🧠 (Advisor; Google DeepMind)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mark Riedl¶🐝 (Advisor; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind
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Emile Timothy Anand present PhD @ Georgia Tech
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Role Steering of Language Models for Social Simulations Isaac Song†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mohammed Rehan Parwani†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Glenn Matlin†＊🐝🔥 (Equal first author; Corresponding author; Georgia Tech; MATS)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Emile Timothy Anand‡🐝 (Equal second author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Akhil Theerthala‡🧭 (Equal second author; Independent)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Arjun Chatterjee§🌾 (Equal third author; UIUC)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Anthony Zang§🐝 (Equal third author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Maria Kostylew¶🔥📖 (Advisor; MATS; Oxford)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Yonadav Shavit¶🌀 (Advisor; OpenAI)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Sebastien Krier¶🧠 (Advisor; Google DeepMind)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mark Riedl¶🐝 (Advisor; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind
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Parv Mahajan present Undergrad @ Georgia Tech ·AI Safety Initiative @ Georgia Tech ·Astra Fellow ·METR
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Shall We Play a Game? Language Models for Open-ended Wargames Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Yixiong Hao‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Parv Mahajan‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Evan Montoya§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Ryan Bard§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Stuart Topp§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang††🐝🛡️ (Equal fourth author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mohammed Rehan Parwani††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Soham Shetty††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative
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Mark Riedl present Associate Director @ ML Center, Georgia Tech
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No One Wins in Nuclear War: A Social Simulation of Military Decision-making Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative -
Role Steering of Language Models for Social Simulations Isaac Song†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mohammed Rehan Parwani†🐝 (Equal first author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Glenn Matlin†＊🐝🔥 (Equal first author; Corresponding author; Georgia Tech; MATS)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Emile Timothy Anand‡🐝 (Equal second author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Akhil Theerthala‡🧭 (Equal second author; Independent)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Arjun Chatterjee§🌾 (Equal third author; UIUC)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Anthony Zang§🐝 (Equal third author; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Maria Kostylew¶🔥📖 (Advisor; MATS; Oxford)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Yonadav Shavit¶🌀 (Advisor; OpenAI)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Sebastien Krier¶🧠 (Advisor; Google DeepMind)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind, Mark Riedl¶🐝 (Advisor; Georgia Tech)†Equal first author‡Equal second author§Equal third author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🧭Independent🌾UIUC📖Oxford🌀OpenAI🧠Google DeepMind -
Shall We Play a Game? Language Models for Open-ended Wargames Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Yixiong Hao‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Parv Mahajan‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Evan Montoya§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Ryan Bard§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Stuart Topp§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang††🐝🛡️ (Equal fourth author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mohammed Rehan Parwani††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Soham Shetty††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative
Roles & periods
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PI · EI/HCAI Lab, Georgia Tech Jan 2026 – Present
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Yixiong Hao present Undergrad @ Georgia Tech ·AI Safety Initiative @ Georgia Tech
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Shall We Play a Game? Language Models for Open-ended Wargames Glenn Matlin†＊🐝🔥🛡️ (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Isaac Song‡🐝 (Equal second author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Yixiong Hao‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Parv Mahajan‡🐝🛡️ (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Evan Montoya§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Ryan Bard§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Stuart Topp§🐝 (Equal third author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Anthony Zang††🐝🛡️ (Equal fourth author; Georgia Tech; Georgia Tech AI Safety Initiative)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mohammed Rehan Parwani††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Soham Shetty††🐝 (Equal fourth author; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative, Mark Riedl¶🐝 (Advisor; Georgia Tech)†First author‡Equal second author§Equal third author††Equal fourth author＊Corresponding author¶Advisor🐝Georgia Tech🔥MATS🛡️Georgia Tech AI Safety Initiative
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SeungTaek (Stan) Lee ’25 Undergrad @ Georgia Tech
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ModeLLM Anthony Zang† (First author)†First author‡Second author§Equal third author, Isaac Song‡ (Second author)†First author‡Second author§Equal third author, Richard Nguyen§ (Equal third author)†First author‡Second author§Equal third author, SeungTaek (Stan) Lee§ (Equal third author)†First author‡Second author§Equal third author Project Mar 2025 – May 2025 Repo ↗
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Richard Nguyen ’25 Undergrad @ Georgia Tech
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ModeLLM Anthony Zang† (First author)†First author‡Second author§Equal third author, Isaac Song‡ (Second author)†First author‡Second author§Equal third author, Richard Nguyen§ (Equal third author)†First author‡Second author§Equal third author, SeungTaek (Stan) Lee§ (Equal third author)†First author‡Second author§Equal third author Project Mar 2025 – May 2025 Repo ↗
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Zini Chakraborty ’24–25 Undergrad @ Georgia Tech ·Master's @ Georgia Tech
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EHRudite Isaac Song† (Equal first author)†Equal first author‡Second author, Anthony Zang† (Equal first author)†Equal first author‡Second author, Zini Chakraborty† (Equal first author)†Equal first author‡Second author, Michael Edoigiawerie‡ (Second author)†Equal first author‡Second author
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Kieran Slattery ’25 Undergrad @ Georgia Tech
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Henry Bui ’24–present Undergrad @ Georgia Tech
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CouchMUN Henry Bui†＊ (Equal first author; Corresponding author)†Equal first author＊Corresponding author, Isaac Song† (Equal first author)†Equal first author＊Corresponding author, Anthony Zang†＊ (Equal first author; Corresponding author)†Equal first author＊Corresponding author
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Michael Edoigiawerie ’24
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EHRudite Isaac Song† (Equal first author)†Equal first author‡Second author, Anthony Zang† (Equal first author)†Equal first author‡Second author, Zini Chakraborty† (Equal first author)†Equal first author‡Second author, Michael Edoigiawerie‡ (Second author)†Equal first author‡Second author
Roles & affiliations
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Will Perkins present Professor @ Georgia Tech
Roles & periods
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Professor of CS 3510 · Georgia Tech Jan 2026 – May 2026
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Gerandy Brito ’23–25 Professor @ Georgia Tech
Roles & periods
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Professor of CS 3510 · Georgia Tech Aug 2025 – Dec 2025
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Professor of CS 2050 · Georgia Tech Jan 2023 – May 2025
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Ling Liu ’25 Professor @ Georgia Tech
Roles & periods
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Research Mentor · DDiSL, GT Aug 2025 – Dec 2025
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Rich Vuduc ’24–25
Roles & periods
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PI · Team Phoenix Lab, GT Jan 2024 – May 2025
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Frederic Faulkner ’23
Roles & periods
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Professor of CS 2050 · Georgia Tech Jan 2023 – May 2023
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Ronnie Howard ’23–25
Roles & periods
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Professor of CS 2050 · Georgia Tech Jan 2023 – May 2025
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Andrew Wei Undergrad @ Georgia Tech ·AI Safety Initiative @ Georgia Tech ·ERA Research Fellow ·SPAR Research Fellow ·Astra Fellow
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Ranjani Koushik Undergrad @ Georgia Tech
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Jonathan Feldman Undergrad @ Georgia Tech