Tech companies like Shopify, Duolingo, and Fiverr adopted an "AI-first" approach where employees must prove AI can't do their job before getting resources. However, Klarna's CEO reversed course after a 40% workforce reduction, admitting quality had suffered, and started hiring humans again, exposing the gap between AI-first announcements and company realities.