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A/KAI Kills What?

Task // O*NET task

High exposure · 1 occupations · 0 evidence

Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.

Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.

Task automation exposure

75/100

High exposure

Exposure basis

[v4/median] score 75 (raw 75 | A 75 / B 85 / C 55 | modality: other) Widely used tax software can accurately complete most individual and small‑business returns, but complex planning and nuanced judgment still often require human expertise. (capable: Tax preparation software with AI assistance (e.g., TurboTax, H&R Block, Intuit AI))

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 75 (raw 75 | A 75 / B 85 / C 55 | modality: other) Widely used tax software can accurately complete most individual and small‑business returns, but complex planning and nuanced judgment still often require human expertise. (capable: Tax preparation software with AI assistance (e.g., TurboTax, H&R Block, Intuit AI))

Automation exposure75/100

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 Prepare or assist in preparing simple to complex tax returns for individuals or small businesses., with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Tax PreparersCross-industry4.5/5core20

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.