Polarization, manipulation and degraded shared reality are already here — 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.