{"interests":["AI-assisted research and analysis","Agent and workflow design","Practical tools for repeatable business work","Human decision ownership with transparent assumptions"],"principle":"AI can accelerate preparation, synthesis, and routine execution; consequential decisions remain with the responsible human."}