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White-collar workers are growing nostalgic for the workplace before AI

7/26/2026

Many office professionals, the category called white-collar workers because their jobs center on knowledge tasks rather than physical labor, say they miss how work felt before artificial intelligence tools became routine.

Their concerns break into two: AI is blocking original thinking, and it keeps producing errors. Both point to a deeper question about accountability when a machine does the work.

What it means to say AI "inhibits creativity" Creative work requires friction. A person wrestling with a blank document or an open-ended problem is doing more than filling in an answer.

That struggle is where judgment develops. Some professionals argue that if an AI tool pre-populates the answer before the person has a chance to reach for it, the underlying skill weakens over time.

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