Hi, I'm Seongsoo — an undergraduate in Electrical Engineering & Computer Science at GIST, currently interning at the GIST Data Science Lab with Prof. Sundong Kim.
I'm fascinated by the gap between how people and machines reason. Today's models keep getting bigger, but I'm not convinced scale alone gets us to general intelligence — humans solve unfamiliar problems from just a handful of examples, and prior knowledge.
I study that gap through the Abstraction & Reasoning Corpus (ARC), especially the new ARC-AGI-3, which tests how agents handle tasks they've never seen. My current focus is planning with world models — getting an agent to plan well in unfamiliar environments by combining classical search with LLMs.
Research interests
- Abstraction & reasoning in unseen environments
- Neuro-symbolic approaches to reasoning
- Search & planning in new environments