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The Real Message Behind AI Headlines: How Margin Compression Reshapes Careers
AI 뉴스의 진짜 의미: 마진 붕괴와 경력 전략의 변화
Why it matters
Every AI capability announcement signals margin compression for that task—the window for premium pricing is closing. As AI commoditizes execution, value shifts to judgment about execution, creating a 'human premium' for professionals who can evaluate and direct AI output. This framework helps professionals stay ahead by strategically moving to higher abstraction layers as AI penetrates lower ones.
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Margin compressionJudgment premiumAI penetrationLayer shiftingMarket signal