Published October 9, 2023 · By CampaignsLive · Case Study
In June 2023, Marvel’s Disney+ series Secret Invasion launched with an opening title sequence that the studio later confirmed had been generated using AI image-to-image tools. The sequence’s stylized, slightly-melting visual language — bodies dissolving into and out of human forms, environments shifting between solidity and abstraction — was thematically appropriate for a show about shape-shifting aliens. It was also unmistakably AI-derived, in a way that anyone who had spent time with Midjourney or Stable Diffusion in the prior year would recognize.
The response from the title-design and motion-graphics community was sharp. The argument was that title sequences are one of the few remaining areas of mainstream visual production where independent artists and small studios still earn meaningful work. A high-profile Marvel series choosing AI generation over a traditional title design commission — Method Studios, Imaginary Forces, or any of the dozen shops that have built reputations doing exactly this kind of work — was read as a structural threat, not an aesthetic choice.
Marvel’s official position was that the AI work was a creative decision aligned with the show’s thematic content. The director, Ali Selim, said the visual ambiguity of AI generation served the narrative’s ambiguity. The studio did not publicly disclose how much human work had gone into the sequence, what tools had been used, or whether the artists whose styles the model had been trained on had been credited or compensated.
That last absence was the heart of the controversy.
What the disclosure question is
Generative AI tools, trained on the open internet, ingest the work of millions of artists. Most of those artists never consented to the ingestion, were never notified of it, and have no mechanism to opt out after the fact. When a major commercial production uses one of those tools to produce work that recognizably draws on a specific visual tradition — concept art, illustration, motion design, photography — there is a real and unresolved question about what is owed to the artists whose work shaped the model.
The legal answer is, in 2023 and still in 2026, unsettled. The practical answer most studios are operating on is that the model output is fair game and the question of upstream attribution is the model provider’s problem, not the buyer’s.
The artist community’s position is that this is a convenient interpretation. Whatever the law eventually says, the practical reality is that a piece of work was produced by leveraging the uncompensated labor of thousands of upstream contributors. A studio with Marvel’s resources has the means to either commission original work, license a derived style explicitly, or at minimum credit the influence. None of those things happened.
The disclosure pattern that emerged
The Marvel episode set a useful precedent because it crystallized a question that had been latent for the previous eighteen months: when AI is used in commercial production, what disclosure is owed?
Several patterns have evolved since.
Visible AI, framed as such. The Heinz “Draw Ketchup” pattern. The audience knows AI is involved; the AI is part of the idea; the work foregrounds rather than hides the choice. This is the most defensible posture and produces the least friction.
AI as production tool, disclosed in credits. A title card or end credit acknowledging AI tooling, without making it the story. The treatment several film and TV productions have adopted since 2023. Works for non-narrative uses (compositing, environmental fill, style transfer for atmospheric work).
AI as production tool, undisclosed. What Marvel did. The work uses AI tools; the production does not say so. This posture has not held up well as audiences and industry watchers have gotten better at recognizing AI-derived imagery. The disclosure happens whether the producer chooses to make it or not — the question is just who tells the story.
AI replacing commissioned work without disclosure. The version of the above that draws the strongest reaction. The use of AI is not the issue; the displacement of a category of work that would otherwise have gone to a human commission is. This is the position that the Marvel episode crystallized.
What changed after
The artist community’s response was loud enough that subsequent productions paid attention. Several studios that had been quietly using AI tools in title and motion-graphics production became more explicit about the choice or pulled back from the use. The Concept Art Association and related industry bodies began pushing for disclosure norms in production credits. The Writers Guild and Screen Actors Guild were, in parallel, negotiating their own AI clauses — clauses that the Marvel episode helped sharpen.
By the time the SAG-AFTRA strike resolved later in 2023, the broad industry posture had shifted. AI use in commercial production was no longer assumed to be a private decision by the producer. It was, increasingly, a disclosure event with consequences for casting, credit, and labor agreements.
The longer pattern
The longer pattern that emerged from the Secret Invasion episode is one that has shaped how the AI creative tooling market has developed since. Tools that train on the open internet — and that consequently produce work in a visual register that draws on uncompensated upstream labor — operate in a contested space. Tools that train on narrower, properly licensed corpora — brand archives, owned image libraries, partner content under clear licensing — operate in a less contested one.
The tooling market has bifurcated along this line. The platforms that have positioned themselves for serious brand and entertainment work have moved toward narrower, traceable training corpora. The platforms that remained in the open-corpus mode have largely ceded the high-end commercial market to those that did. The Marvel episode was one of the moments that made this bifurcation visible.
For the related discussion of training data and output character, see AI Creative vs. AI Slop. For the labor angle that crystallized during the same period, see The SAG-AFTRA AI Clauses.