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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Determine sampling locations and methods, and collect water or wastewater samples for analysis, preserving samples with…

Determine sampling locations and methods, and collect water or wastewater samples for analysis, preserving samples with appropriate containers and preservation methods.

Task automation exposure

8/100

Very low exposure

Exposure basis

[v4/median] score 8 (raw 8 | A 8 / B 5 / C 10 | modality: physical_primary) Planning sampling locations can be software‑assisted, but physically collecting and preserving water samples still requires human field work, as autonomous samplers are not widely deployed across typical employers. (capable: None - human-led)

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 8 (raw 8 | A 8 / B 5 / C 10 | modality: physical_primary) Planning sampling locations can be software‑assisted, but physically collecting and preserving water samples still requires human field work, as autonomous samplers are not widely deployed across typical employers. (capable: None - human-led)

Automation exposure8/100

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 Determine sampling locations and methods, and collect water or wastewater samples for analysis, preserving samples with…, with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Environmental Compliance InspectorsCross-industry3.9/5core12

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.