Melissa Valentine, PhD, is an associate professor of management science and engineering at Stanford University and senior fellow at Stanford Institute for Human-Centered AI. Melissa’s research examines how AI and algorithmic systems transform collaboration, organizational design, and workforce structures. You can reach Melissa at [email protected].