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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Determine equitable basis for distributing surplus earnings under participating insurance and annuity contracts in mutu…

Determine equitable basis for distributing surplus earnings under participating insurance and annuity contracts in mutual companies.

Task automation exposure

15/100

Very low exposure

Exposure basis

[v4/median] score 15 (raw 15 | A 5 / B 15 / C 15 | modality: other) While AI can perform the complex actuarial calculations and data analysis required to model surplus distribution scenarios, the task fundamentally involves high-stakes professional judgment, regulatory interpretation, and strategic decision-making regarding equity and policyholde (capable: None - human-led)

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 15 (raw 15 | A 5 / B 15 / C 15 | modality: other) While AI can perform the complex actuarial calculations and data analysis required to model surplus distribution scenarios, the task fundamentally involves high-stakes professional judgment, regulatory interpretation, and strategic decision-making regarding equity and policyholde (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 Determine equitable basis for distributing surplus earnings under participating insurance and annuity contracts in mutu…, with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
ActuariesCross-industry3.6/5core11

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.