notes
Short notes on research ideas, project updates, and things I am learning while building LLM and urban AI systems.
hidden-state monitoring for safer dialogue
May 20, 2026
A short note on why implicit harmfulness is hard to catch from text alone.
llm-powered digital twins for urban mobility
Apr 12, 2026
Notes on connecting simulation, traffic data, and AI agents.
what makes meme understanding difficult
Mar 8, 2026
A brief note on captions, background knowledge, and surface messages.
Feb 14, 2026
A compact note on pipelines, interfaces, and evaluation.