PR counts and token spend do not measure contribution well, but early on they can show whether a team is building useful AI-era habits.
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As AI makes polished knowledge work abundant, human value shifts from producing output to exercising judgment, framing problems, and governing cognition well.
When time starts being judged like an investment, it becomes harder to protect the kind of attention that lets ideas breathe.