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EXPOSURE TO AI
37%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
n/a
Not yet measured in the Anthropic Economic Index. The exposure figure is a capability estimate only.
The boring parts are leaving. The judgment stays.

37% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. In the blast radius. A real slice of the work is already automatable. The rest isn’t.

WHAT AI CAN ALREADY DO
  • Maintain or verify records of time, materials, expenditures, or crew activities
  • Interpret transportation or tariff regulations, shipping orders, safety regulations, or company policies and procedures for workers
  • Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents
  • Plan work assignments and equipment allocations to meet transportation, operations or production goals
  • Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations
WHAT IT STILL CAN’T
  • Enforce safety rules and regulations
  • Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems
  • Drive vehicles or operate machines or equipment to complete work assignments or to assist workers
  • Resolve worker problems or collaborate with employees to assist in problem resolution
  • Perform or schedule repairs or preventive maintenance of vehicles or other equipment
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY)  | how this is calculated  | last updated 2026-07-16