THE request, posted to the Reddit forum r/AIGeneratedArt on a recent afternoon, runs to four sentences. It contains no greeting, no apology, no hedging language, and no indication that its author regards it as unusual. He would like to create a realistic female character. She must have the same body and face every time he generates a new "photoset." He wants to customize her face so she looks "unique." He does not need videos, just photos. Can anyone recommend a website for this.
The punctuation is a question mark, but the grammar is a purchase order.
What we have before us is not, strictly speaking, a specimen of machine-generated output. It is something rarer and more instructive: a demand signal, expressed in the native vocabulary of a consumer who has so completely internalized the production logic of generative imagery that he addresses the fabrication of a woman with the cadence of a man selecting upholstery. The specifications are precise. The tone is that of a reasonable customer who knows what he wants and suspects the market can provide it. He is, in all likelihood, correct.
It is worth pausing on the scare quotes. The author places them around "photoset" and "unique"—two words that, in their original usage, denoted something that had occurred. A photoset was a collection of photographs taken of a subject who existed, in a location that existed, during an interval of time that had passed. "Unique" described a quality possessed by a thing or person by virtue of actually being one thing or one person and not another. The author's quotation marks suggest a dim awareness that he is using these words in a new sense, one in which "photoset" means a batch of computed pixels and "unique" means sufficiently differentiated from the default output to sustain the appearance of particularity. He has, without commentary, placed both concepts under glass—acknowledging them as terms of art in a trade whose conventions he is still learning.
The specifications themselves deserve the scrutiny one would give any product brief. The figure must be realistic. She must be female. She must possess facial and bodily consistency across sessions—that is, she must be recognizable as herself from one generated image to the next, in the way that a person is recognizable as herself from one day to the next, though for different reasons. The consistency requirement is, from a technical standpoint, the most demanding element of the request. Generative image systems produce variations; producing the same variation reliably is an engineering problem that several firms have invested considerable resources in solving, because the market has asked them to solve it.
And there is a market. The author's final line—"Can anyone recommend a website for this?"—is not a cry into the void. The forum on which he posts has 178,000 members. The responses, which arrive within hours, suggest multiple competing platforms, each with its own pricing model, its own approach to the consistency problem, and its own terms of service regarding the specific use case the author has described with such clinical directness. Some charge by the image. Some offer subscription tiers. The infrastructure exists because the demand existed first, or perhaps simultaneously, in the way that supply and demand in nascent markets sometimes arrive together like twins who do not resemble each other.
What is absent from the request is more legible than what is present. There is no name for the figure. There is no biography, no personality, and no context in which she might be imagined to exist when she is not being generated. The word "character" appears once, in the first sentence, and performs no characterizing work—it is a technical term, borrowed from the interface language of the platforms themselves, where "character" means a stored set of visual parameters. She must have the same face. She must have the same body. She must look unique. She must not move. These are the specifications. The author does not want a person. He does not even want a convincing simulation of a person. He wants a consistent output—a product that holds its shape between sessions, the way a good tool holds its edge.
The request is four sentences long. It is the most efficient market document this correspondent has encountered in some time. No wasted words. No sentiment. No acknowledgment that what is being specified is, in its external appearance, a human being. The author has not been coarsened by the technology; the technology has merely provided a language adequate to preferences that predate it. He has always wanted what he is now, for the first time, able to order.
The forum responded with recommendations. The market, as it does, provided.