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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#Judgment
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What looks like laziness in AI agents is often overload: bounded systems losing track of the right state as tasks and context grow.
As AI makes polished knowledge work abundant, human value shifts from producing output to exercising judgment, framing problems, and governing cognition well.
Agentic commerce will not eliminate specialized platforms; it will reward the ones that know when to automate, when to escalate, and whose judgment matters.