Kpop AI Draws Mixed Reactions From Artists and Fans

Last December, a trio called GLXE debuted on TikTok without the typical hallmarks of traditional idol marketing. Three male singers simply appeared, complete with cinematic visuals and epic build-ups. For fans, it only took a moment to realize they’re generative AI. Their voices and songs are entirely machine-made, produced using Suno, a generative music platform currently embroiled in copyright lawsuits with major labels. Their arrival really encapsulates where K-pop finds itself in 2026 — somewhere between technological frontier and identity crisis. 

The Industry Bets on AI

Whether the industry welcomes it or not, artificial intelligence has become an undeniable force in the K-pop landscape. Since ChatGPT accelerated the commercialization of generative AI in late 2022, the technology has reshaped productivity across sectors, and K-pop has been no exception. Major entertainment agencies are now actively folding AI into music production. 

Among the Big Four agencies, SM Entertainment has moved most visibly. In late 2025, the label released a fully AI-generated video for aespa’s “Rich Man (Yellow Claw Remix)”. JYP announced plans to develop AI artists and began large-scale talent recruitment around the same period. YG Entertainment has taken a more conservative approach, choosing to partner with proven AI-adjacent intellectual property rather than build the technology in-house. 

The business logic is fairly clear. The global virtual human and avatar market was already highly valued, so for agencies accustomed to managing human artists and the attendant risks, a fully controllable digital act has clear appeal. Fans can interact with AI characters who release songs and host livestreams, extending the engagement model well beyond what a human artist can maintain. 

This has also sparked controversy about a potential shift in power structure between agencies and artists. Management teams now hold more leverage over talent than ever before, as automation has rendered them unprecedentedly expendable. 

Furthermore, these automated figures can be easily molded and reworked based on community feedback, something that isn’t feasible with real humans and their real limits. K-pop pioneer Lee Soo-man has publicly described AI as the engine driving the genre’s next chapter, and executives across the industry have largely echoed that sentiment. 

Fans Push Back

Unlike these carefully curated characters, the fan reaction hasn’t been so tidy. Dissent against AI is growing, and it’s more than just aesthetic complaints. The technology first entered K-pop’s vocabulary through groups like aespa and MAVE, which unveiled early iterations of these human-designed virtual avatars.

Those acts were once seen as symbols of forward-thinking creativity. But the arrival of fully AI-generated groups has shifted this sentiment. Among fans, “AI” represents creative decline and late-stage capitalism more than it does innovation. 

These feelings of deception matter more in K-pop than in most genres. The industry is built on a unique foundation of intimacy between idol and fan, one fortified by perceived effort and genuine human connection. To fans, AI diminishes that effort, which has evidently resulted in swift reactions. 

Concerns range from loss of artistry to questions about how AI models are trained and what labor they displace. Fans have become attuned to spotting AI-generated visuals in promotional material, and when they do, the criticism tends to focus less on the technology itself than on the implication that management chose efficiency over connection. 

Another significant problem that’s sitting alongside all this is deepfake technology. A wave of AI-generated fan edits depicting idols in intimate scenarios with fans circulated on social media for years, sparking widespread debate about digital consent. 

Agencies such as HYBE and JYP have pursued legal action against such content, but the sheer availability of such generative technology has made enforcement extremely difficult. With advanced generation tools like Google’s VEO 3 highly accessible to the public, regulation becomes that much more complicated. 

A More Complicated Middle Ground

Not everyone in the conversation occupies one of the obvious camps. Artists and technologists working inside the industry tend to push back on the binary framing. 

VFX artist Oh Jaewon, who founded AI-based studio Oloid, expressed in an email interview with Dazed that the concerns fans express are understandable but often rest on a false premise. To him, the common perception is that AI is used as a low-cost replacement, when in many cases, clients are specifically requesting visuals with an AI-driven aesthetic. Essentially, he believes that it’s simply another tool, just as CGI or autotune are. 

Many producers have credited AI with helping them push past creative blocks and quickly test new musical directions. Through that framing, the technology is less a threat to creativity than an extension of it, compressing the distance between an idea and its execution. The argument isn’t without merit. K-pop has historically involved an enormous apparatus of writers, choreographers, stylists and creative directors working behind a small number of visible faces. Adding AI to that infrastructure doesn’t change the product’s nature so much as where production labor sits. 

GLXE’s small but growing fandom has proven largely indifferent to the criticism. This resilience underscores that, to many fans, the sound’s human origin matters less than the emotional response it produces. 

A Blurry Future

South Korea passed the AI Basic Act in January 2026, an attempt to curb misuse and protect consumers. The legislation signals that the government recognizes the technology’s reach, though critics argue it hasn’t gone far enough in addressing the specific dynamics of the entertainment industry.

The practical reality is that AI use across K-pop agencies is now widespread. The argument is less about whether the technology will be used than how transparently it will be disclosed. Fully AI-generated groups, AI-assisted production and deepfake fan content are now simultaneous phenomena with almost nothing in common except the same two letters. All players in the industry, fans and regulators included, in different ways, are still figuring out which of those things they’re actually talking about. 

The Emotional Contract

K-pop has always blurred the line between authentic self-expression and careful construction, and AI simply amplifies this dynamic. The genre has survived controversy before, both in terms of corporate overreach and parasocial excess. Whether it can absorb a technology that subtly questions whether a human needs to be on stage at all is a different kind of test.