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Automation often shifts toil rather than eliminating it. Time saved writing code reappears in review, rework, and bug fixing. AI is a tool, not an alternative to humans. Position AI as a quality-of-life improvement, not a productivity multiplier. The honest framing actually gets better adoption.

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"Quality-of-life improvement, not a productivity multiplier" is the most honest framing for AI tools Ive seen. The oversell is exactly what creates backlash — teams expect 10x output and get annoyed when its more like 1.5x with caveats.