The short answer: AI is already inside the art department, and the fight is over the terms. The story of ai production design in Hollywood is less about replacement robots and more about a labor negotiation that never quite ended. Studios and a wave of well-funded startups are using generative tools for concept art, previsualization, and set imagery. The unions that represent production designers, art directors, and illustrators signed a 2024 contract that permits AI as a tool while stopping short of the refusal rights writers and actors won in 2023. And every few months, an Oscar contender or a legendary director triggers a public reckoning over where the line sits. Here is what the published record actually shows.
Key takeaways
- The 2024 IATSE Basic Agreement, ratified by 85.9 percent of members, allows AI as a tool but guarantees that no member can be required to enter prompts that would put another member out of work, per Variety’s coverage.
- The Art Directors Guild’s own Set Designers Council recommended voting no, arguing the AI protections were too weak, according to TheWrap.
- Production designer Judy Becker became the center of an Oscar-season AI controversy over The Brutalist, and director Brady Corbet publicly stated her team’s building designs were hand-drawn.
- A 2025 British Film Designers Guild survey reported that 66 percent of members fear their jobs could disappear, per Deadline.
- In June 2026, the Art Directors Guild publicly rebuked Martin Scorsese for advising the AI company Black Forest Labs, calling it a betrayal of collaborative filmmaking.
What ai production design looks like on a working set
Production design is worldbuilding: every wall, prop, texture, and skyline a camera sees. The crafts most exposed to generative tools sit at the front of that pipeline. Concept artists and graphic designers, the people who visualize a director’s idea before construction begins, are the roles industry coverage consistently identifies as most at risk. Deadline’s reporting on the British Film Designers Guild put it bluntly: the danger arrives when a director decides the AI concept image is the design, rather than treating it like a bookmarked reference. BFDG chair Jonathan Paul Green, himself a veteran production designer, told Deadline that members believe cost-cutting, not creativity, is what is driving producers toward AI.
Meanwhile the tools keep arriving with serious backing. The Hollywood Reporter has profiled Obsidian Studio, whose co-founder Wes Walker described the current craft standard in one line: if it is AI-detectable, you have failed. His colleague Louis Gheysens framed the pitch as putting the tools at the service of directors rather than the other way around. And in April 2026, CNBC reported on Innovative Dreams, a Hollywood production startup backed by Amazon Web Services and the generative AI company Luma, which pairs an LED-wall soundstage with AI tooling that runs from pre-production through post.
The paper trail: what the labor agreements actually say
The rules governing ai production design were written across three rounds of bargaining, and the differences between them explain most of the current tension.
| Agreement | Who it covers | Key AI provisions (per published coverage) |
|---|---|---|
| 2023 WGA and SAG-AFTRA deals | Writers; performers | Writers cannot be required to use AI; performers won consent and compensation rules for digital replicas. TheWrap notes these deals include refusal powers crew unions did not obtain. |
| 2024 IATSE Basic Agreement | Crew crafts, including Art Directors Guild Local 800 | No member can be forced to enter prompts that displace another member; severance and retraining eligibility for AI-related job loss; AI work assigned to a member stays under union contract; written consent required for body scans; a joint AI committee, training programs, and regular studio meetings on AI. |
| Ratification result | IATSE membership | Approved by 85.9 percent, despite the Set Designers Council of Local 800 recommending a no vote over the AI language. |
The dissent mattered. TheWrap reported that Art Directors Guild members, including some board members and veterans of the union’s own AI task force, called the protections toothless because crew members, unlike writers, cannot refuse an employer’s instruction to use AI. That gap between permission and protection is the fault line running under everything that followed.
The Brutalist and the anatomy of an AI backlash
During the 2025 awards season, The Brutalist, a film about a fictional architect, became the test case. After an interview with the film’s editor surfaced details of AI use, attention turned to the film’s celebrated sets and architectural drawings. Director Brady Corbet issued a clarifying statement, reported by ARTnews: production designer Judy Becker and her team did not use AI to create or render any of the buildings, and all images were hand-drawn by artists. Corbet acknowledged that generative tools contributed to imagery in the film’s epilogue sequence, presented as the fictional architect’s completed works. Slate, surveying the pile-on, argued the backlash outran the facts.
The episode set the template that still governs the conversation: AI touching even the margins of a design-driven film now carries reputational risk, so productions disclose carefully and unions watch closely. Becker’s actual process, building midcentury monumental architecture on an indie budget with references from Marcel Breuer to Tadao Ando, was extensively documented by MovieMaker and Fast Company, and remains a masterclass in the human version of the craft. Angelenos who want to study that kind of built atmosphere in person can start with the LA hotel lobbies and restaurant interiors worth studying.
Scorsese, Black Forest Labs, and the 2026 flashpoint
In June 2026, the argument found its biggest name yet. Black Forest Labs announced Martin Scorsese as an advisor for its generative image tools, pitched as a way for filmmakers to develop visual ideas faster. The Art Directors Guild answered with a statement, covered by Variety and The Hollywood Reporter, accusing Scorsese of turning his back on the human artists who helped build his filmography, and warning that generative tools circumvent the guild’s art directors, illustrators, graphic artists, set designers, scenic artists, and production designers.
Forbes coverage of the dispute added the numbers behind the anger: Art Directors Guild membership fell from 3,492 in 2022 to 2,966 in 2025 per Department of Labor filings, and the union paused a training program for young professionals amid widespread unemployment in its crafts. Whatever one thinks of any individual tool, the institution that certifies Hollywood’s visual craftspeople is shrinking while the technology accelerates. That asymmetry, more than any single film, is the story.
Why this matters beyond the soundstage
Los Angeles interiors have always borrowed from the movies; set decorators moonlight on residences, and film vocabularies drift into restaurants and homes within a few seasons. If ai production design changes how sets get imagined, it will eventually change the reference images that land on residential moodboards too. The working designers we profile in our guide to the interior designers defining Los Angeles are already fielding AI-generated inspiration images from clients. The film industry’s negotiation over authorship and credit is a preview of conversations coming to every design field, and the crew unions are running the experiment first, in public, with contracts.
FAQ
Are production designers allowed to refuse to use AI?
Under the 2024 IATSE Basic Agreement, no. Coverage in TheWrap and Variety notes that crew members cannot be required to use AI in a way that displaces another member, and displaced workers gain severance and retraining rights, but the agreement does not include the outright refusal power that writers secured in 2023.
Did The Brutalist use AI for its production design?
According to director Brady Corbet’s public statement, no. Judy Becker’s buildings and drawings were created by hand; generative AI contributed to imagery in the epilogue sequence depicting the fictional architect’s finished works. The distinction was widely misreported during awards season.
Which jobs in the art department are most exposed?
Published reporting from Deadline and The Hollywood Reporter points to concept artists, illustrators, and graphic designers, the roles that produce early visual development, as most exposed, with a 2024 study commissioned by the Animation Guild and the Concept Art Association describing role consolidation and reduction across those crafts.
Sources
- Variety: IATSE agreement clears the way to use artificial intelligence as a tool
- Variety: IATSE ratifies contracts with AMPTP, despite AI worries
- The Hollywood Reporter: Inside the IATSE Basic Agreement deal
- TheWrap: These IATSE artists are voting no on their next contract, and AI is to blame
- Deadline: Production designers are worldbuilders for directors, but 66% fear being replaced by AI
- ARTnews: The Brutalist director responds to criticism of AI use
- Slate: The Brutalist and AI, this Oscar season’s most mind-numbing backlash
- Variety: Art Directors Guild slams Martin Scorsese over AI partnership
- Forbes: Art director union’s rebuke to Scorsese on AI highlights divisions
- The Hollywood Reporter: Meet the filmmakers putting human craft at the heart of AI
- CNBC: How an Amazon-backed Hollywood production startup deploys AI
