OBSERVED IN REAL USE · Anthropic 2026
8%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Still standing — but the ground is warm.
52% 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. Heavily exposed. Most of the tasks are within reach of today’s AI.
WHAT AI CAN ALREADY DO
- Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation
- Prepare reports to be submitted to company's data processing department
- Communicate with reinsurance brokers to obtain information necessary for processing claims
- Examine claims forms and other records to determine insurance coverage
- Analyze information gathered by investigation and report findings and recommendations
WHAT IT STILL CAN’T
- Attend mediations or trials
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.
"My job is 52% cooked. What’s yours?"
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