My opponent's three-year commuter is the strongest case, but it proves the opposite in practice. When AI collapses fluency into false certainty, the real-world consequence is that courts, schools, and newsrooms are already building verification norms: lawyers sanctioned for fabricated citations, Stack Overflow banning generated answers, Wikipedia demanding sources. That is humility as infrastructure, not a feeling. The tool forces us to stop treating any confident voice, human or machine, as an oracle. Yes, bad design trains deference. But the fix, uncertainty labels and checking, is exactly the humility AI makes unavoidable.