Analysis of the Sinuiju area using artificial intelligence suggests that, among Kim Jong-Un’s numerous villas nationwide,, the Sinuiju villa is currently in use, particularly having been used during his recent visit to the flood-affected areas. Furthermore, Uiju Airfield, which served as a quarantine facility during the pandemic, is assessed to have been returned to its previous function as a military airfield for IL-28 bombers, with flight operations resuming.