How to Ground a Korean AI Agent in Real Demographics with Synthetic Personas

A Sovereign Dataset for South Korea Why This Matters for Autonomous Agents Tutorial: From Synthetic Persona to Sovereign Agent Step 1: Load and Explore the Dataset Step 2: Filter and Select a Persona Step 3: Define Your Agent Behavior Step 4: Deploy Your Agent What Grounding Changes Come Build with Us in Seoul The models powering most AI agents today were trained primarily on English web data. They miss Korean honorific structures, regional occupation patterns, and the cultural context that Kore