AI Industry Ignores Artists and Mathematicians, Risking a Comprehensive Ban

Overview

Recently, the focus of criticism facing the artificial intelligence industry has spread from artists to the field of mathematicians. Analysts point out that if tech giants continue to ignore the legitimate demands of this emerging group, they risk repeating the mishandling of the art world, ultimately leading to a comprehensive ban on AI technology and a backlash in public opinion. This trend has been likened to a “leaking pipe”—if early minor problems are not resolved in time, they will eventually escalate into a systemic crisis.

Artists’ Anger and the “Rotting Pipe”

Looking back over the past three years, while AI-generated content has achieved technical breakthroughs in the fields of images, audio, and video, it has been widely criticized due to frequent flaws in details. From plastic-like skin textures to illogical visual details, these “jagged” defects have gradually enabled consumers to develop keen eyes for identifying AI content.

However, the industry initially turned a blind ear to artists’ mild demands regarding copyright and training data authorization. Artists had only requested an “opt-out” mechanism or fair compensation, but these minor voices were ignored. As time passed, dissatisfaction fermented, and the artist community evolved into the core propaganda force of the anti-AI movement, severely polluting the public discourse space and making rational discussion nearly impossible.

Mathematicians’ New Demands and Social Capital

Today, a more serious issue is emerging: 25 Fields Medalists jointly signed an open letter questioning the role of AI in mathematical research. This bears a striking resemblance to the artists’ situation back then—mathematicians similarly hold clear and relatively modest demands, and they are currently still within a window of opportunity where the issues can be resolved.

The mathematical community possesses significant social capital and cultural influence. Their viewpoints will “trickle down” through academic circles to a broader audience of scientists, intellectuals, and the general public. Although the general public has limited understanding of pure mathematics, top-tier mathematicians enjoy a prestigious status within intellectual circles. Once their rebellious sentiment spreads, it will deal a profound blow to the legitimacy of the AI industry.

The Dangerous Consequences of Ignoring Signals

Ironically, AI painting never truly replaced human artists; instead, due to its own limitations, it has become a laughingstock. Today, individuals who openly use low-quality AI content often face implicit reputational sanctions within elite social circles. Similarly, mathematicians emphasize that mathematical research has complex social dimensions, and discussing the utility of AI without this context is one-sided.

If the industry underestimates this group’s anger again and allows it to “rot,” the price paid in the future will far exceed the cost of compromise today. The current protests within the mathematical community are a clear warning signal. The industry must face and address their legitimate concerns, lest it repeat the public opinion disaster seen in the art world.