Automation disincentivization involves deliberately introducing friction or costs to deter over-reliance on automated systems. It’s used to maintain human oversight in critical decision-making, ensure quality control, or preserve jobs in specialized fields. Beneficiaries include safety regulators, employers seeking balanced workflows, and customers who value personalized service or accountability.
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