The Constructive Alignment paradigm rejects the idea that human preferences are fixed targets. Instead, it treats alignment as a control problem over evolving preference trajectories shaped by AI interaction. This approach draws from behavioral economics to prevent systems from inadvertently manipulating user values. Researchers can now model how persistent AI alters human endorsement over time.