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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Present water resource proposals to government, public interest groups, or community groups.

Present water resource proposals to government, public interest groups, or community groups.

Task automation exposure

20/100

Very low exposure

Exposure basis

[v4/median] score 20 (raw 20 | A 35 / B 5 / C 20 | modality: other) AI can generate and voice‑over presentation materials, but nuanced live delivery, stakeholder persuasion, and real‑time Q&A still rely heavily on human expertise. (capable: LLM (e.g., ChatGPT) + presentation generation tools (PowerPoint Designer, Synthesia))

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 20 (raw 20 | A 35 / B 5 / C 20 | modality: other) AI can generate and voice‑over presentation materials, but nuanced live delivery, stakeholder persuasion, and real‑time Q&A still rely heavily on human expertise. (capable: LLM (e.g., ChatGPT) + presentation generation tools (PowerPoint Designer, Synthesia))

Automation exposure20/100

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 Present water resource proposals to government, public interest groups, or community groups., with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Water Resource SpecialistsCross-industry3.7/5core11

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.