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Edition #22

Only File Clerks Scored Lower Than You

Dan Toma·September 8, 2026·4 min read
Key Takeaway

Harvard researchers asked 2,357 people how morally objectionable it would be to hand 940 different occupations to a machine. Search marketing strategists scored 2.31 out of 7, with only file clerks ranking lower. The public has already granted permission for this one.


FAQ

What did the Harvard study on AI and job automation actually measure?

It measured moral objection, not technical feasibility. James Riley surveyed 2,357 respondents who rated 940 occupations on how objectionable it would be to replace them with AI, on a scale up to 7. Search marketing strategists scored 2.31, near the bottom of the list.

Does low public objection mean search marketing jobs disappear soon?

Not automatically. Objection and capability are separate constraints, and capability is still the binding one. What the study removes is the assumption that public discomfort will slow adoption once the work is good enough.

How should marketing teams respond to this finding?

Split delivery by accountability rather than by task type. Give repetitive, low-judgment production to automation, and keep a named human on anything where a factual error damages client trust. Sell the consequence you carry, not the hours you spend.

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