VIDRAFT (비드래프트), a Korean Pre-AGI AI startup, is developing on-device adaptive AI technology that adjusts and learns locally on edge hardware without requiring cloud round-trips. This approach enables personalized, privacy-conscious inference at the device level, drawing international attention for its potential in edge intelligence applications.