COOKEDthe AI job-risk monitorSYSTEM LIVE
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EXPOSURE TO AI
39%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
6%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Half in the fire, half out. Choose which half you become.

39% 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
  • Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments
  • Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements
  • Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status
  • Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences
  • Adapt other designers' ideas for the mass market
WHAT IT STILL CAN’T
  • Confer with sales and management executives or with clients to discuss design ideas
  • Purchase new or used clothing and accessory items as needed to complete designs
  • Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows
  • Sew together sections of material to form mockups or samples of garments or articles, using sewing 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