Research that ships.

An evaluation benchmark for language models on real policing tasks — task corpora, difficulty grading, and human-expert baselines for measuring where models are, and are not, reliable enough to assist.

A simulation platform that populates policy scenarios with LLM-driven synthetic personas — built on a million-scale Korean population — to stress-test interventions before they reach the public. Applied to fraud prevention, disinformation response, and more.

A governance framework for adopting AI inside public-safety institutions — third-party verification of capability and procedural-justice controls that map oversight, accountability, and redress into concrete operating rules.

A citizen-facing police AI platform studied as a case of AI organizational augmentation — how source, trust, and adaptation shape adoption among citizens and officers (master's research).