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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Establish arrangement of boiler room equipment and propulsion machinery, heating and ventilating systems, refrigeration…

Establish arrangement of boiler room equipment and propulsion machinery, heating and ventilating systems, refrigeration equipment, piping, and other functional equipment.

Task automation exposure

15/100

Very low exposure

Exposure basis

[v4/median] score 15 (raw 15 | A 70 / B 15 / C 15 | modality: other) Generative design AI can produce professional‑quality boiler‑room layouts that satisfy engineering constraints, though widespread adoption in marine design is still growing. (capable: Generative Design AI (e.g., Autodesk Generative Design, Siemens NX AI))

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 15 (raw 15 | A 70 / B 15 / C 15 | modality: other) Generative design AI can produce professional‑quality boiler‑room layouts that satisfy engineering constraints, though widespread adoption in marine design is still growing. (capable: Generative Design AI (e.g., Autodesk Generative Design, Siemens NX AI))

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 Establish arrangement of boiler room equipment and propulsion machinery, heating and ventilating systems, refrigeration…, with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Marine Engineers and Naval ArchitectsCross-industry3.5/5core6

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.