Works

My projects, writing, and other public work.

Recent activity

Publication ★ Featured

No One Wins in Nuclear War: A Social Simulation of Military Decision-making

Jul 2026

COLM 2026 Social Simulations Workshop

Glenn Matlin (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative), Isaac Song (Equal second author; Georgia Tech), Anthony Zang (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative), Mark Riedl (Advisor; Georgia Tech)

Entertainment Intelligence and Human-Centered AI Lab, Georgia Tech
WargamingLanguage Models
arXiv ↗PDF ↗OpenReview ↗
Publication ★ Featured

Role Steering of Language Models for Social Simulations

Jul 2026

COLM 2026 Social Simulations Workshop

Isaac Song (Equal first author; Georgia Tech), Mohammed Rehan Parwani (Equal first author; Georgia Tech), Glenn Matlin (Equal first author; Corresponding author; Georgia Tech; MATS), Emile Timothy Anand (Equal second author; Georgia Tech), Akhil Theerthala (Equal second author; Independent), Arjun Chatterjee (Equal third author; UIUC), Anthony Zang (Equal third author; Georgia Tech), Maria Kostylew (Advisor; MATS; Oxford), Yonadav Shavit (Advisor; OpenAI), Sebastien Krier (Advisor; Google DeepMind), Mark Riedl (Advisor; Georgia Tech)

Entertainment Intelligence and Human-Centered AI Lab, Georgia Tech
Persona VectorsActivation SteeringInterpretabilityLanguage Models
arXiv ↗PDF ↗OpenReview ↗
Publication ★ Featured

Shall We Play a Game? Language Models for Open-ended Wargames

Jul 2026

COLM 2026 Social Simulations Workshop

Glenn Matlin (First author; Corresponding author; Georgia Tech; MATS; Georgia Tech AI Safety Initiative), Isaac Song (Equal second author; Georgia Tech), Yixiong Hao (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative), Parv Mahajan (Equal second author; Georgia Tech; Georgia Tech AI Safety Initiative), Evan Montoya (Equal third author; Georgia Tech), Ryan Bard (Equal third author; Georgia Tech), Stuart Topp (Equal third author; Georgia Tech), Anthony Zang (Equal fourth author; Georgia Tech; Georgia Tech AI Safety Initiative), Mohammed Rehan Parwani (Equal fourth author; Georgia Tech), Soham Shetty (Equal fourth author; Georgia Tech), Mark Riedl (Advisor; Georgia Tech)

Entertainment Intelligence and Human-Centered AI Lab, Georgia Tech
WargamingEvaluationsLanguage Models
arXiv ↗PDF ↗OpenReview ↗
Project ★ Featured

CouchMUN

Jun 2024 – Present

Co-Creator & Maintainer

Open-source, locally run chairing platform for Model United Nations conferences. Deployed at conferences totaling 2,500+ participants.

Georgia Tech Model United Nations
SvelteTypeScriptOpen Source
Live ↗Repo ↗
Blog

Hello, World

Apr 7, 2026 · 1 min read

First post — welcome to the hive.

Project

ModeLLM

Mar 2025 – May 2025

Analysis of LLM performances in simulated Model UN diplomacy contexts across 24 simulations with models from OpenAI, Anthropic, DeepSeek, and Meta.

PythonSimulations
Repo ↗
Project

Gitours

Feb 2025 – Apr 2025

Proof-of-concept using LLMs for code and repository observability, analysis, and onboarding.

Python
Repo ↗
Project

reModel

Feb 2025

Room redesigner that takes an image of an existing room and redecorates it with real-life products using YOLOv8, SAM, and CLIP.

Hackalytics 2025
HackathonPythonYOLOv8CLIPSegment Everything
Repo ↗
Project

Personal Website

Jul 2024

Created a personal site template based on some of my design preferences. Using this as a fun way to tinker with frontend at the same time. Both the template and my live instance can be found in the links.

AstroTypeScriptCSSOpen Source
Live ↗Repo ↗Template ↗
Project

WikiLeet

May 2024 – Jul 2024

GitHub Marketplace composite action to generate link-consistent wikis of a user's LeetCode solutions.

PythonGitHub ActionsGraphQL
Repo ↗
Project

EHRudite

Feb 2024

NLIDB platform for MIMIC-III clinical data, transforming English statements by medical professionals into precise MySQL queries via a pseudo-RAG pipeline.

Hackalytics 2024
HackathonPythonRAGSQLNLiDBPandas
Repo ↗