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A/KAI Kills What?

Task // O*NET task

Moderate exposure · 1 occupations · 0 evidence

Write grant applications to fund epidemiologic research.

Write grant applications to fund epidemiologic research.

Task automation exposure

55/100

Moderate exposure

Exposure basis

[v4/median] score 55 (raw 55 | A 55 / B 65 / C 30 | modality: other) AI can produce well‑structured, persuasive grant drafts with appropriate epidemiologic content, but still falls short of the nuanced strategic framing and expert tailoring expected by funding agencies. (capable: GPT‑4 (or comparable large language model))

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 55 (raw 55 | A 55 / B 65 / C 30 | modality: other) AI can produce well‑structured, persuasive grant drafts with appropriate epidemiologic content, but still falls short of the nuanced strategic framing and expert tailoring expected by funding agencies. (capable: GPT‑4 (or comparable large language model))

Automation exposure55/100

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 Write grant applications to fund epidemiologic research., with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
EpidemiologistsCross-industry3.8/5core9

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.