Crunchyroll has landed in hot water after fans uncovered signs that some anime shows were using AI-generated subtitles, resulting in clunky translations and baffling phrases. One particularly glaring example came from the German subs for Necronomico and the Cosmic Horror Show, where viewers were stunned to read the phrase “ChatGPT said.” As word spread, frustration boiled over—not just because the subs were low-quality, but because they were created without fans’ knowledge.
The English subtitles didn’t fare much better, with users pointing out jumbled phrasing, awkward word choices, and major inaccuracies. For a platform that’s built its brand around loyal anime fans—many of whom rely on accurate subtitles to enjoy content in real time—the news struck a nerve.
According to Engadget, Crunchyroll confirmed that a third-party provider went rogue and used AI to generate subtitles, violating the company’s policies. Crunchyroll says it’s now investigating the issue and reviewing the content for correction. That said, it’s not entirely a surprise—Crunchyroll’s own CEO, Rahul Purini, previously told The Verge that the company was actively testing AI subtitle tools as a way to roll out episodes faster.
But this incident has underlined why so many viewers are wary of AI being used in localization work. Anime isn’t just entertainment—it’s culture, emotion, and nuance. Fans have long championed professional translators and subtitlers who understand those subtleties, and many are worried that cost-cutting with AI will undermine that tradition.
The fallout from this slip-up has already triggered calls for greater accountability and transparency. Many are demanding to know which shows used AI, and whether more episodes are affected. Some have even threatened to cancel subscriptions unless Crunchyroll recommits to human-led localization.
As AI continues to seep into creative workflows, this controversy is a stark reminder: when accuracy and trust are essential, automation alone isn’t enough. For Crunchyroll, the path forward may depend less on speed—and more on respecting the audience that built its success.