Artificial intelligence may be new technology. The stereotypes it reproduces are not.
Equinox recently faced widespread criticism over an advertisement from its global “Question Everything But Yourself” campaign. The image depicted the disembodied head of an East Asian woman mounted on a metal stand, with a hand pressing a finger between her lips.
Asian American creators and community members criticized the image as sexualized, objectifying, and dehumanizing. Equinox ultimately removed the advertisement following the backlash.
But the controversy raises an important question:
How does imagery like this make it through an entire creative and approval process without someone recognizing the harm it may cause?
Why the Image Struck a Nerve
Equinox intended its campaign to challenge the growing influence of artificial intelligence and the blurred line between what is real and what is manufactured.
But the image of the East Asian woman carried meaning beyond AI.
Her head was detached from her body. She appeared immobilized and physically manipulated by someone else. The imagery reflected concerns that Asian women have raised for decades about being portrayed as submissive, exotic, sexually available, controllable, or existing for someone else’s pleasure.
Popular culture has also repeatedly portrayed Asian women through futuristic or robotic imagery, as artificial, programmable, obedient, or replaceable.
That history matters.
The issue was not simply that an Asian woman appeared in an AI-generated advertisement. It was the combination of race, gender, sexualization, bodily dismemberment, and artificiality.
Images do not exist outside the cultural context in which they are created.
AI Does Not Eliminate Human Responsibility
It can be tempting to treat problematic AI-generated content as a technological mistake.
But artificial intelligence did not independently create and publish this campaign.
Humans developed the concept.
Humans created or approved the prompts.
Humans selected the images.
Humans reviewed the campaign.
And humans ultimately decided what the public would see.
AI may generate an image. Humans still decide whether to publish it.
That distinction is becoming increasingly important.
Generative AI systems learn from enormous amounts of human-created material. Along with our creativity and knowledge, those materials contain racism, sexism, objectification, and longstanding stereotypes.
When companies use these technologies, they have a responsibility to critically evaluate what the systems produce.
Technology cannot become an excuse for avoiding accountability.
Intent Does Not Erase Impact
Equinox may not have intended to reinforce harmful stereotypes.
That does not mean the impact should be ignored.
A company can intend to make one statement and still communicate something entirely different to the people who see it.
When members of a community explain that an image echoes stereotypes historically used to objectify or dehumanize them, the response cannot end with: “That was not what we intended.”
The more meaningful question is: “Why did we fail to recognize what this image could communicate?”
Provocative advertising requires particular care. If discomfort and shock are part of the creative strategy, companies should be asking who is being depicted, whose body is being used to create that reaction, and what racial or gender stereotypes may be reinforced along the way.
Those conversations should happen before publication, not after public backlash begins.
Removing the Advertisement Is Only the First Step
Equinox’s decision to remove the image was appropriate.
But meaningful accountability requires more than taking something down once people object to it.
Companies using AI should examine how problematic material was approved in the first place.
- Were racial and gender implications considered?
- Were diverse perspectives included in the creative process?
- Did anyone identify concerns before the campaign was released?
- And, most importantly, what will change to prevent the same problem from happening again?
The goal should not simply be avoiding the next public relations controversy.
It should be creating systems that recognize harmful imagery before it reaches the public.
New Technology Requires Better Judgment
The Equinox controversy is about more than one advertisement.
Artificial intelligence is rapidly changing how companies create images, tell stories, communicate with audiences, and make decisions.
But innovation does not eliminate the need for human judgment. It makes that judgment even more important.
Responsible use of AI requires companies to question what these systems produce, recognize the biases they may reproduce, and listen when affected communities identify harm.
At Liberty Law, we believe accountability begins with recognizing the humanity of the people affected by institutional decisions.
That principle applies whether the harm occurs in a workplace, a school, a corporation, or through emerging technology.
Equinox told its audience to “Question Everything.”
That principle is worth taking seriously.
We should question the technology shaping our culture. We should question the stereotypes embedded within the images it produces. And when new technology repeats old forms of dehumanization, we should never mistake novelty for progress.
In solidarity,
Micha Star Liberty
Attorney | Survivor Advocate
