Projects
Quest Board.
Minwon 99
Minwon 99 is an LLM-based malicious civil complaint filtering system designed to reduce emotional labor for public officials. The platform evaluates complaint harmfulness, performs emotion moderation on toxic language, and provides similar case references ranked by relevance. Evaluated with 15,000 Korean UnSmile dataset entries and 22 active public officials via SUS and Product Reaction Cards, achieving a SUS score of 68.5 (meeting industry standard) with overwhelmingly positive user sentiment.
SophyBARA
We present SophyBARA, a Retrieval-Augmented Generation (RAG) based multi-agent debate system where anthropomorphic capybara-themed philosophers engage in real-time debates over users’ everyday concerns. Implemented as a web-based interface, the system facilitates a progressive interaction cycle through a 1:1 Chat for initial exploration and a multi-agent Arena for observed discourse. SophyBARA employs a unique four-axis framework—Ontological, Axiological, Methodological, and Process/History—to transform natural language inquiries into structured philosophical agendas. By adopting the Cross Examination Debate Association (CEDA) format, the system visualizes the logical trajectory of conflicting arguments, allowing novices to track complex reasoning. Users participate through a turn-based intervention mechanism, enabling them to directly challenge agents or invoke a third philosopher’s perspective to redirect the discourse. Grounded in Vicarious Learning and Cognitive Apprenticeship, SophyBARA demonstrates a novel interaction model where AI serves as a cognitive scaffold, lowering the threshold for philosophical literacy and fostering active critical inquiry in the digital age.
Griefbot
Please write the overview of the Griefbot project here.
Prepared_John
We aim to embody John Cage. He is regarded as a pioneer of chance music and was known for using the prepared piano technique. In Korea, one of his most famous works, 4’33’’, was even performed in the korean drama Beethoven Virus. To some, this kind of experimental music may sound like strange noise. Perhaps to most people... However, thanks to the development of works that “break” these traditional musical conventions, we have been exposed to new styles and have come even closer to the electronic music we know today.