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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective com…

Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.

Task automation exposure

10/100

Very low exposure

Exposure basis

[v4/median] score 10 (raw 10 | A 5 / B 10 / C 10 | modality: physical_primary) While AI can assist in log analysis and initial fault isolation, the task explicitly includes physical component replacement and hands-on hardware troubleshooting, which requires human presence and dexterity that is not widely automated in typical enterprise environments. (capable: None - human-led)

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 10 (raw 10 | A 5 / B 10 / C 10 | modality: physical_primary) While AI can assist in log analysis and initial fault isolation, the task explicitly includes physical component replacement and hands-on hardware troubleshooting, which requires human presence and dexterity that is not widely automated in typical enterprise environments. (capable: None - human-led)

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 Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective com…, with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Network and Computer Systems AdministratorsCross-industry4.1/5core12

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.