Designing Human-in-the-Loop the Right Way: Rebuilding AI Collaboration with 6 Modes × 4 Variables

By Yuki Kobayashi / April 11, 2026

“High accuracy, but it doesn’t work in practice” — the real cause is a structural divergence: AI operates on averaged, historical context…