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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Inspect landscape work to ensure compliance with specifications, evaluate quality of materials or work, or advise clien…

Inspect landscape work to ensure compliance with specifications, evaluate quality of materials or work, or advise clients or construction personnel.

Task automation exposure

5/100

Very low exposure

Exposure basis

[v4/median] score 5 (raw 5 | A 5 / B 5 / C 5 | modality: physical_primary) The task requires physical presence on-site to visually inspect materials, verify construction quality, and provide immediate advice to clients or personnel, which cannot be performed by current AI software. (capable: None - human-led)

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 5 (raw 5 | A 5 / B 5 / C 5 | modality: physical_primary) The task requires physical presence on-site to visually inspect materials, verify construction quality, and provide immediate advice to clients or personnel, which cannot be performed by current AI software. (capable: None - human-led)

Automation exposure5/100

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 Inspect landscape work to ensure compliance with specifications, evaluate quality of materials or work, or advise clien…, with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Landscape ArchitectsCross-industry4.4/5core9

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.