On a Friday evening in mid-January, a crowd filtered into SAKURA DEEPTECH SHIBUYA for an event with a title that sounded almost like a dare: AI x Anime: The Future of Anime Production and Anime-Style Content. No grand banners, no red carpet. Just folding chairs, free admission, and a room full of people who make their living drawing things by hand, sitting down to talk about software that might draw those things for them.
That tension never quite left the room, even when nobody said it outright. The event was organized by Tokyo AI, and it pulled in roughly a hundred people, a mix of animators, engineers, and researchers who spend their days somewhere inside anime’s production pipeline. Yves Dalbiez, a filmmaker whose résumé runs from Sundance recognition to Unilever campaigns and Snoop Dogg visuals, anchored part of the discussion.
He’s spent two decades in CGI and live-action work before folding generative tools into his process, and he now runs Runway meetups for people doing the same. His pitch, more or less, was practical rather than evangelical: these tools are already inside studio workflows, whether anyone announced it or not.
Hiroaki, who leads AiHUB and has spent years building IP partnerships, took the conversation somewhere stranger. He talked through what happens when AI stops being just a production shortcut and starts becoming its own kind of intellectual property, citing AITubers as an early, slightly uncanny example. It’s a strange thing to sit through, hearing someone calmly describe a virtual performer as the next form of fandom. Whether audiences actually want that, long-term, still feels like an open question nobody in the room could answer with confidence.
Ilya Kulyatin, a machine-learning specialist with a foot in fintech, rounded out the panel from a more technical angle, and the room reportedly spent real time on the parts nobody likes discussing in public: copyright, attribution, and what counts as authorship when a tool generates half the frame.
Japan’s anime industry has survived plenty of disruptions before — digital ink-and-paint, overseas outsourcing, the shift from cels to tablets — but AI raises a different kind of question, one about whether the labor itself still belongs to a human hand.
There’s a sense, talking to people who’ve followed this space, that Tokyo’s anime industry isn’t rejecting AI so much as quietly negotiating with it. Nobody at SAKURA DEEPTECH SHIBUYA stood up and declared the technology either savior or villain. The mood was closer to caution mixed with curiosity, the kind you’d expect from craftspeople watching a new tool arrive in their workshop without being sure yet whether it’s a wrench or a Trojan horse.
What lingers from the event isn’t a single soundbite but the framing itself — AI discussed not as some far-off disruption but as something already woven into pipelines, pitch decks, and licensing conversations happening right now. Whether that settles into routine industry practice or becomes the flashpoint for a much louder fight over labor and authorship is, frankly, still unclear. Tokyo’s anime world has a long habit of absorbing new tools quietly before anyone outside notices. This might just be the latest one slipping in through the side door.
