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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Test repaired items to ensure proper operation.

Test repaired items to ensure proper operation.

Task automation exposure

10/100

Very low exposure

Exposure basis

[v4/median] score 10 (raw 10 | A 75 / B 5 / C 10 | modality: physical_primary) AI can run automated diagnostics, performance tests, and interpret most results, but nuanced judgment about edge‑case failures still often requires human oversight. (capable: Cisco DNA Center Assurance (AI‑driven network testing and analytics))

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 10 (raw 10 | A 75 / B 5 / C 10 | modality: physical_primary) AI can run automated diagnostics, performance tests, and interpret most results, but nuanced judgment about edge‑case failures still often requires human oversight. (capable: Cisco DNA Center Assurance (AI‑driven network testing and analytics))

Automation exposure10/100

How much of this task's output current AI can produce or substantially assist.

Strongest applicable capability0/100

Best current model strength on any capability this task requires.

This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.

Occupations

Occupations that perform this task (1)

Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.

Occupations performing Test repaired items to ensure proper operation., with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Computer Network Support SpecialistsSoftware & technology3.6/5core36

Evidence

Evidence (0)

No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.