The Level-5 AI backlash that erupted after this week’s Vision 2026 showcase has forced the studio’s president to explain, in unusually blunt terms, how generative AI shaped some of its biggest reveals. Akihiro Hino, who leads the Japanese developer behind Professor Layton and Ni no Kuni, took to social media to apologise after fans picked apart footage from the presentation and accused the studio of quietly leaning on AI-generated art.

The show in question, called Level5 Vision 2026 II: Dreams, ran for roughly 50 minutes and was built in the style of a Nintendo Direct. It included first looks at a remake of Professor Layton and the Curious Village, a sequel titled Yo-Kai Watch 2: Haunted Domain, and a new detective game called DecaPolice. Instead of focusing on the games themselves, much of the online reaction turned to side-by-side comparisons of old and new artwork, with viewers pointing to warped details, inconsistent shading, and background elements that looked distinctly machine-generated.

What Fans Spotted in the Vision 2026 Showcase

Much of the scrutiny centred on background scenery rather than main character models, but that distinction did little to calm the reaction. Clips comparing the original Professor Layton and the Curious Village artwork to the remake circulated widely, with fans highlighting odd textures and details that appeared in the new version without explanation.

A similar pattern emerged around Yo-Kai Watch 2: Haunted Domain, where viewers noticed that a recurring character’s face looked subtly different between an earlier promotional image and the new trailer. None of this was officially confirmed as AI-generated at the time, but the volume and specificity of the comparisons was enough to turn a promotional showcase into a trust problem for a studio that built its reputation on handcrafted, distinctive art direction.

Akihiro Hino’s Explanation and Apology

Hino, who hosted the presentation using his own animated avatar, addressed the criticism directly rather than staying silent. He described the studio’s use of generative tools as “experimentation with the latest technology” and said Level-5 “sincerely apologises to anyone who found this off-putting.”

He was careful to draw a line between what AI touched and what it didn’t. According to Hino, elements that define a game’s identity, including scenario writing, character design, and core settings, were created entirely by people. He said AI was mainly used to speed up the digitisation of human-made artwork, such as converting hand-drawn concept art into 3D polygon models, rather than generating original content from scratch.

Hino also framed the decision as a business necessity. He said the efficiency gained from AI tools has let Level-5’s creative staff spend more time on what he called “the true essence of creativity,” and that the goal is to shrink development cycles on major titles from around five years down to two. He conceded, however, that the studio “made extensive use of AI this time” specifically to make the presentation itself look polished and easy to follow, which he called a lesson for future showcases.

Why the Level-5 AI Backlash Isn’t Going Away

Hino’s response has not settled the argument. Replies to his statement show fans still uneasy about generative AI being used anywhere in the pipeline, regardless of how the studio frames its role. One widely shared reply argued that generative models are trained on the uncredited work of human artists, meaning any use of the technology effectively profits from labour the artists never agreed to contribute.

Level-5 AI backlash illustrated by Professor Layton remake artwork shown during the studio's Vision 2026 showcase

Other fans, writing in Japanese, argued that speed shouldn’t come before trust, suggesting it would be better for Level-5 to take the full five years without AI than to leave players wondering which assets, images, or lines of dialogue were touched by a machine. That sentiment captures the core of the Level-5 AI backlash: it isn’t really about a handful of odd background textures, it’s about whether fans can trust the studio’s output going forward.

The debate mirrors a broader tension playing out across the games industry, where studios are experimenting with AI-assisted workflows while trying to avoid the reputational damage that comes with being associated with so-called “AI slop.” Level-5’s situation is a reminder that even limited or technical uses of AI can spark backlash once fans start hunting for evidence, and that vague reassurances rarely satisfy an audience already primed for suspicion.

What Comes Next for Level-5’s Slate

Hino stopped short of laying out specific changes to how Level-5 will use AI going forward, saying only that the studio will treat the reaction as a learning experience ahead of its next presentation. That leaves fans without a clear commitment, which is likely to keep the story alive as more footage of these games surfaces.

Professor Layton and the Curious Village, a remake of the 2007 original, is currently planned for release on PC and consoles in 2027. A separate new entry in the franchise, subtitled New World of Steam, is expected to arrive before the end of the year. Both releases now carry extra scrutiny that didn’t exist before the showcase, as players wait to see how much of the finished art actually reflects Hino’s assurances.

GameStatusPlatforms / Timing
Professor Layton and the Curious Village (remake)AnnouncedPC and consoles, 2027
Yo-Kai Watch 2: Haunted DomainAnnouncedNot yet detailed
DecaPoliceAnnouncedNot yet detailed
New World of SteamAnnouncedDue before the end of the year

For a studio trying to relaunch some of its most recognisable franchises, the timing is awkward. Level-5 wanted Vision 2026 II: Dreams to reintroduce Professor Layton and its other properties to a new generation of players, not to reopen questions about how much of that art is genuinely human-made. The episode also sits alongside generative AI tools creeping into other corners of game development, showing that Level-5 is far from alone in navigating this tension.

How the studio handles its next showcase, and whether it offers more transparency about which assets involve AI, will likely determine whether the goodwill around these franchises can be rebuilt. Fans watching another studio’s recent Switch 2 reveal have shown they’re willing to scrutinise every frame of a trailer, and physical Switch releases have already changed in unexpected ways this generation, adding yet another layer of scrutiny buyers now bring to any big-name announcement. More information about the developer’s projects can be found through Level-5’s official website, though for now, the studio’s next move on AI use remains an open question.