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Hiring managers are scrambling as AI collapses entire role categories — and creates new ones no university teaches yet.
8 min readIt's not coding. It's not prompt engineering. The real gap is in knowing when not to use AI at all.
Distributed teams are deploying autonomous agents as virtual teammates. Here's what's working and what's failing.
The layer everyone predicted AI would eliminate is instead becoming the most critical interface between human judgment and machine output.
If AI does 40% of the work, should humans earn less — or more for the judgment they still provide?
Employers are quietly dropping degree requirements as AI assessment tools prove more predictive than a diploma.
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