Writing
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Essay
If AI Does the Doing, How Do We Learn the Judgement?
AI can increasingly produce work that once required years of accumulated skill. That creates an enormous productivity opportunity, but it also raises a harder question about how people acquire the judgement to know whether the work is good.
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Note
Expertise Isn't Disappearing. It's Moving Up a Level.
If AI can increasingly perform the execution, human expertise shifts towards understanding the problem, directing the work, challenging the output and knowing when not to trust it.
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Note
What If the Most Efficient Team Isn't the Best Team?
AI may let smaller teams produce the same or greater output. But output is not the only thing teams produce.
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Note
When the Artefact Stops Being the Evidence
AI is making polished CVs, applications and take-home work easier to produce. That may make the process behind the artefact a more useful signal than the artefact alone.