AI-ready
Two numbers, 68 percent apart, pointing in opposite directions, from the same rows. Nobody was careless. Nothing broke. Data is AI-ready when an agent can answer from it correctly, with nobody to ask.
Read the full article →Roles
Every few years someone predicts the end of a role. What actually happens is more familiar: the role gets refactored. Four redraws in one career, and how to find your role next to AI.
Read the full article →Perspective
"The mouse will not replace my pencil." Every change starts with fear, moves through doubt, and only later becomes obvious. AI may be breaking that pattern.
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