This is a very important framing, and it explains why fascists like Trump and dead-eyed technocrats like Canadian Prime Minister Mark Carney are hell-bent on gutting their countries' civil service and replacing it with chatbots:
policyoptions.irpp.org/2026/04/carn...
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Carney’s AI push risks harm as Ottawa automates public services
From immigration errors to social-assistance breakdowns, early use of automated systems shows how public services can fail without human judgment.