Technology is the one sector where the disruption is hardest to see from the inside. Because the people building AI are also the ones most exposed to what it replaces. There has always been tension between the coder, the designer, and the product manager. AI just handed all three the belief they could do the others' jobs simultaneously.

The people closest to the tool are also closest to the work it replaces.

Work asks three things: physical, analytical, and relational. AI is absorbing the analytical layer. The career question is what human capacity you develop around it.

What the guide gives you

A clear map of the work AI is likely to absorb, the human work that becomes more valuable, and the roles or behaviors that become safer, stronger, and more durable.

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