JunctionX Korea 2026 (Overall Winner)

Our team won JunctionX Korea 2026 and qualified for the Finland final with ARGUS B6, an agent system built on Lablup AI:GO using models served by FuriosaAI. I was responsible for the agent assignment architecture and benchmark strategy.

Early role-specific delegation lost context and increased token use. I replaced it with a general-purpose sub-agent that receives the original request, then compared accuracy and latency before and after the change. Execution traces helped identify repeated calls and expensive handoffs without treating a single run's score as an overall benchmark result.