OBSERVED IN REAL USE · Anthropic 2026
n/a
Not yet measured in the Anthropic Economic Index. The exposure figure is a capability estimate only.
Mostly fireproof. AI hands you the paperwork and steps back.
20% 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. Mostly safe. AI helps around the edges, but the job stays human.
WHAT AI CAN ALREADY DO
- Explain recommendations, policies, procedures, requirements, or other related information to residents or building owners
- Maintain activity logs, financial transaction logs, or other records of weatherization work performed
- Prepare or assist in the preparation of bids, contracts, or written reports related to weatherization work
- Prepare cost estimates or specifications for rehabilitation or weatherization services
- Contact residents or building owners to schedule appointments
WHAT IT STILL CAN’T
- Test combustible appliances, such as gas appliances
- Determine amount of air leakage in buildings, using a blower door machine
- Test and diagnose air flow systems, using furnace efficiency analysis equipment
- Install and seal air ducts, combustion air openings, or ventilation openings to improve heating and cooling efficiency
- Inspect buildings to identify required weatherization measures, including repair work, modification, or replacement
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 20% 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