{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/fine-artists-including-painters-sculptors-and-illustrators/",
  "methodology": "https://cookedindex.com/methodology",
  "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.",
  "scored_at": "2026-08-11",
  "model": "claude-opus-5",
  "occupation": {
    "title": "Fine Artists, Including Painters, Sculptors, and Illustrators",
    "soc_code": "27-1013",
    "category": "Media",
    "us_employment": 11220,
    "median_annual_wage": 55490
  },
  "verdict": "EXPOSED",
  "risk_resistance": 43,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 8,
    "embodiment": 12,
    "liability_shield": 1,
    "trust_premium": 14,
    "judgment_accountability": 8
  },
  "reasoning": {
    "task_resistance": "An 8 reflects that the brief-to-thumbnail-to-revision loop that pays most illustrators — spot art, cover comps, storyboards, background plates, character variations on a style sheet — is exactly the prompt-and-iterate workflow diffusion models now do in minutes, while the welding, stone carving, oil glazing and installation end of the title stays undigitisable, so the average sits below the mixed midpoint rather than at it.",
    "embodiment": "A 12 is the average of a sculptor hauling armatures, running a kiln or torch, and installing site-specific work in unpredictable spaces, and an illustrator who works entirely in Photoshop or Procreate on a tablet — the physical tier is genuinely 16-plus, the digital tier near 2.",
    "liability_shield": "A 1 is because nothing in this work requires a licence, a board, or a stamp: anyone can sell a painting or take an illustration commission, and the only legal apparatus around it is copyright and a contract, which protects the buyer's use rather than gatekeeping who may practise.",
    "trust_premium": "A 14 recognises that gallery representation, collector relationships, provenance and a named exhibition record are literally what the object's price is made of at the fine-art end — but it stops short of 18 because a large share of illustration income arrives through art directors, agencies and marketplaces where the next comparable style is one search away.",
    "judgment_accountability": "An 8 covers real authorial discretion — composition, subject, what a commission ultimately looks like — but the consequence of a wrong call is a rejected piece or an unsold canvas, not the safety, money or legal exposure of a third party, which is what separates this from the 14-plus band."
  },
  "rationale": "This title bundles two very different economics. The illustration tier — concept art, spot illustration, book covers, storyboards, editorial images, stock-style commercial work — is where generative image models already produce usable output at near-zero marginal cost, and commissioned rates have already compressed. The painting and sculpture tier survives on different grounds entirely: the object is physical, hand-made, signed, and its value is tied to a named human's authorship, exhibition record, and relationship with collectors and galleries — something a diffusion model structurally cannot supply.",
  "outlook": "Within ten years commercial illustration income for the median artist keeps shrinking toward zero while physical, authored, and site-specific work holds or gains scarcity value — the occupation splits rather than disappears.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "trust_premium",
        "change": "Enforceable provenance/disclosure regimes that make 'human-made' a verifiable, priced attribute: EU AI Act Art. 50 synthetic-content labeling obligations taking effect, plus gallery/auction house and art-fair rules requiring disclosure of generative involvement (Christie's 2025 AI-art sale backlash showed collector appetite for the distinction). If human authorship becomes certifiable rather than merely claimed, the premium on signed physical work and named illustrators widens.",
        "plausibility": "already happening",
        "would_add": 4
      },
      {
        "dimension": "trust_premium",
        "change": "Publisher and platform 'no-AI-art' contract clauses becoming standard — e.g. Society of Authors/illustrator guild pressure, children's book publishers and trade houses committing to human-illustrated covers and interiors, and Kickstarter/Steam-style mandatory AI disclosure that buyers actively filter on.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "task_resistance",
        "change": "Task-mix shift within illustration: if spot art, stock imagery and rough storyboards are fully absorbed by models, the surviving paid work is art direction, style-setting for a named voice, character bibles, and physical-medium commissions — a genuinely two-tier occupation where the routine tier is what is being removed. Note this raises the score for those who remain, while shrinking headcount.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Copyright-clearance liability shifting onto whoever signs off on an image: if courts (Andersen v. Stability, Getty v. Stability) and studio insurers require a named human to warrant that delivered artwork is not infringing, the artist/art director role becomes the accountable party for a consequential call under ambiguity.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "liability_shield",
        "change": "Narrow route only: E&O/media-liability insurers or studio legal requiring a named individual to indemnify chain-of-title on commissioned artwork, as already happens in film production art departments. This is contractual warranty, not licensure — there is no plausible licensing board for fine art, so this dimension stays near the floor.",
        "plausibility": "unlikely",
        "would_add": 2
      },
      {
        "dimension": "embodiment",
        "change": "Growth in commissions that are irreducibly physical and site-specific — public art percent-for-art mandates (many US municipalities), large-scale sculpture fabrication, murals, restoration-adjacent work — shifting the occupation's center of mass toward work done with hands in uncontrolled spaces.",
        "plausibility": "plausible",
        "would_add": 3
      }
    ],
    "ceiling_note": "The levers split the occupation rather than lifting it. Provenance labeling and physicality can push the painting/sculpture tier well above 43, but that tier is a small, winner-take-most market gated by gallery access, and none of these mechanisms restore commissioned illustration rates. No licensure route exists, so liability_shield is structurally capped near zero; realistic composite ceiling is roughly the mid-50s, and only for artists whose value is already tied to a named authorship and physical output."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2017,
        "emp": 11230,
        "wage": 49520
      },
      {
        "y": 2018,
        "emp": 11620,
        "wage": 49380
      },
      {
        "y": 2019,
        "emp": 12350,
        "wage": 50550
      },
      {
        "y": 2020,
        "emp": 11070,
        "wage": 52340
      },
      {
        "y": 2021,
        "emp": 9430,
        "wage": 60820
      },
      {
        "y": 2022,
        "emp": 12080,
        "wage": 57560
      },
      {
        "y": 2023,
        "emp": 10910,
        "wage": 59300
      },
      {
        "y": 2024,
        "emp": 10000,
        "wage": 60560
      },
      {
        "y": 2025,
        "emp": 11220,
        "wage": 55490
      }
    ],
    "from": 2017,
    "to": 2025,
    "change_pct": -0.1,
    "comparable_from": 2019,
    "spans_soc_revision": true
  },
  "pivots": [],
  "license": "https://cookedindex.com/terms"
}