The specimen before us is not, in the customary sense, a text at all, but rather an event—a closed system of reference whose topology one might profitably describe, were one inclined toward the mathematical, as a circuit, and which the less technically minded reader may recognise as a serpent in the act of consuming its own tail, rendered here in the prosaic medium of search-engine-optimised promotional copy distributed, with every appearance of earnest civic purpose, to precisely the audience least equipped to perceive the structure in which it participates.

The facts are these. A site operating under the domain chatgptguide.ai—a commercial enterprise whose entire reason for existence is to attract, retain, and monetise persons seeking guidance on a particular artificial intelligence chatbot—has compiled what it terms a report on the phenomenon of dependency upon artificial intelligence chatbots. The report, which marshals statistics with the clean, bulleted cadence one has come to associate with the summarisation engine rather than the research assistant, was then submitted to the Reddit community r/ChatGPT, a forum whose membership consists exclusively of enthusiasts of the product about whose addictive properties the report purports to warn. The submission was received not as an advertisement, nor as an ouroboros, nor even as an irony, but as useful information. One is reminded of the temperance pamphlet distributed at the saloon, except that in the present case the pamphleteer owns the saloon and has printed the pamphlet on paper that, when turned over, reveals a drinks menu.

The prose itself is competent in the manner of material whose provenance is less interesting than its function. "This report compiles early data on AI chatbot dependency," the submission begins, with the measured tone of the disinterested researcher, "for anyone interested in digging into data and statistics." The locution is instructive. One does not say "for anyone interested in digging into data and statistics" unless one suspects—correctly, as it happens—that one's audience is not, in fact, going to dig into data and statistics, but is instead going to absorb the bulleted summary and feel that digging has occurred. The data points are presented in the format that has become the universal dialect of authority-by-arrangement: bold subheadings, percentage ranges, and the strategic deployment of the word "longitudinal."

We are told that seventeen to twenty-four per cent of adolescents show signs of artificial intelligence dependence. We are told that researchers have identified distinct "types" of addiction, including escapism and pseudo-companionship—the scare quotes around "types" performing the curious work of simultaneously presenting and distancing, as though the site wished to be credited with seriousness whilst retaining the option of retreat. We are told that higher daily usage correlates with increased loneliness and reduced real-world socialisation, a finding whose implications for the audience of a subreddit dedicated to daily usage of the product in question are left, with admirable restraint, unexplored.

One ought to attend to the architecture of authority here, for it is the specimen's most accomplished literary feature. Chatgptguide.ai derives whatever credibility it possesses on the subject of chatbot addiction from its proximity to the chatbot—the same proximity that constitutes, by the report's own metrics, the condition it diagnoses. The site is an expert on dependency in precisely the way that the bartender is an expert on alcoholism: through sustained professional observation of the dependent, conducted in the course of serving them. That this circularity passes without remark is not a failure of the audience's intelligence but a testament to the completeness of the loop. When the warning and the product occupy the same domain—literally, in this case, the same registered domain—the warning becomes indistinguishable from the product's ecosystem. It is not that the fox has been appointed to guard the henhouse; it is that the fox has published a peer-reviewed study on henhouse vulnerability and the hens have found it informative.

The deeper interest, for the literary observer, lies in what the specimen reveals about the present condition of the cautionary genre. The cautionary tale has always depended upon a structural separation between the warner and the peril—Cassandra is credible precisely because she is not Troy. What we witness in the present specimen is the collapse of that separation, a development that renders the cautionary mode not ineffective but recursive. The warning generates the traffic that funds the guide that deepens the engagement that produces the dependency that necessitates the warning. Each element nourishes the next. The system requires no outside input and produces no outside effect. It is, in its way, perfect.

One notes, finally, that the submission attracted the approving attention of the community it implicitly diagnoses, and that several respondents expressed gratitude for the information, which they presumably consumed on the same device, in the same session, and perhaps in the same conversational thread as their next interaction with the chatbot whose grip upon their attention the report had, moments earlier, quantified. The circuit, having completed itself, begins again.