Few studios have a thornier relationship with artificial intelligence than Marvel, which spent the summer of 2023 defending an AI-generated title sequence for Secret Invasion while its own actors and writers were on picket lines over that exact technology. So there is a particular irony in the studio’s next big swing being a series built entirely around an android — and in its creator making a point of insisting that no machine had a hand in building it.

Speaking to ScreenRant, VisionQuest showrunner Terry Matalas confirmed that no generative AI was used anywhere in the Disney+ series. “No, not at all,” he said when asked directly. “There hasn’t really been a need.” The line lands less as a manifesto than as a shrug, a quiet rebuke from inside an industry still negotiating where the tools belong.

That restraint is itself a creative choice. Matalas has said the show’s retro-futurist look deliberately mimics the way today’s AI “processes things” — the uncanny smears and half-right details of a machine render — except every frame of it was made by people. Production designer Will Hughes-Jones’s team, in other words, hand-built the appearance of AI rather than letting AI build the show, turning the technology into a subject instead of a shortcut.

It is a fitting stance for a series that closes out Marvel’s most intimate television arc. VisionQuest completes the loose trilogy begun by WandaVision and continued by Agatha All Along, following Paul Bettany’s synthezoid as he reassembles an identity stitched together from other people’s memories. Matalas, who revived Star Trek: Picard for a nostalgia-soaked final season, is a filmmaker drawn to legacy characters and analog texture — an odd match for a studio increasingly associated with volume and automation, and perhaps exactly the point of hiring him.

The eight-episode series also brings back James Spader as Ultron, the murderous AI last seen in 2015’s Avengers: Age of Ultron, now resurfacing inside Vision’s mind. VisionQuest premieres October 14 on Disney+.

The bet is a curious one: a story about the limits of artificial minds, made expressly to prove no artificial mind was needed to tell it. Three years after a machine drew its opening credits, Marvel is selling the human hand as the feature.

Tags: Marvel Studios, Generative AI, Paul Bettany, Terry Matalas, VisionQuest