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A/KAI Kills What?

Task // O*NET task

Low exposure · 1 occupations · 0 evidence

Develop or implement environmental protection programs.

Develop or implement environmental protection programs.

Task automation exposure

35/100

Low exposure

Exposure basis

[v4/median] score 35 (raw 35 | A 40 / B 15 / C 35 | modality: other) AI can draft and check environmental protection plans using compliance databases and LLMs, but site-specific judgment, regulatory interpretation, and on‑ground implementation still require human expertise. (capable: GPT-4 with environmental compliance software (e.g., Enablon, Sphera))

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 35 (raw 35 | A 40 / B 15 / C 35 | modality: other) AI can draft and check environmental protection plans using compliance databases and LLMs, but site-specific judgment, regulatory interpretation, and on‑ground implementation still require human expertise. (capable: GPT-4 with environmental compliance software (e.g., Enablon, Sphera))

Automation exposure35/100

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 Develop or implement environmental protection programs., with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Construction ManagersCross-industry3.5/5core9

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.