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Public sector and academia — slow procurement cycles, but high political pressure on AI accountability.
government / education exposure
18/100
matches cross-industry baseline
tasks tracked
24
in role taxonomy
government / education signals
24
industry adoption observations
evidence items
209
verified capability claims
We track 24 adoption signals and 209 capability evidence items across 24 tasks that define a marketing manager’s work. Filtered to Government & Education, the data shows moderate exposure: significant headroom before AI replaces a meaningful share of tasks.
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