In every knowledge role, analyst, marketer, dev: AI can now automate 30–70% of the repetitive work.
What it can’t do is think in context, make trade-offs, or tell the story behind the numbers.
That’s your edge.
The formula for job safety is shifting from execution to interpretation.
Those who learn to direct AI, not compete with it, will define the next decade of work.
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