Polarization, manipulation and degraded shared reality are already her — often amplified by misaligned recommender systems , synthetic media and tailored persuasion. My reframing is: do not stop at harm mitigation (where “success” looks like nothing happening). Build pro‑social sense‑making that measurably widens common ground and reduces polarization . If we design AI for civic care , we get mitigation and generative benefits.