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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Prepare plans, estimates, design and construction schedules, and contract specifications, including any special provisi…

Prepare plans, estimates, design and construction schedules, and contract specifications, including any special provisions.

Task automation exposure

15/100

Very low exposure

Exposure basis

[v4/median] score 15 (raw 15 | A 15 / B 15 / C 15 | modality: other) While AI can assist with generating initial CAD drawings, cost estimates, and schedule templates, the task requires complex, context-specific engineering judgment, integration of multidisciplinary constraints, and the creation of bespoke legal/technical contract specifications th (capable: None - human-led)

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 15 (raw 15 | A 15 / B 15 / C 15 | modality: other) While AI can assist with generating initial CAD drawings, cost estimates, and schedule templates, the task requires complex, context-specific engineering judgment, integration of multidisciplinary constraints, and the creation of bespoke legal/technical contract specifications th (capable: None - human-led)

Automation exposure15/100

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 plans, estimates, design and construction schedules, and contract specifications, including any special provisi…, with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Marine Engineers and Naval ArchitectsCross-industry3.4/5core6

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.