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Public sector and academia — slow procurement cycles, but high political pressure on AI accountability.
government / education exposure
21/100
matches cross-industry baseline
avg AI capability
50%
vs human baseline
government / education deployment
0%
avg companies running AI for these tasks
velocity (QoQ)
0.00pts/Q
deployment growth rate
We track 20 adoption signals and 243 capability evidence items across 20 tasks that define a software engineer’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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