The Abbreviation That Insults Your Intelligence

Let us begin, as one must when confronting a truly spectacular piece of collective self-deception, with the words themselves. Artificial Intelligence. AI. Two letters that have become, since a few breathless years, the most dishonestly deployed acronym in the history of human communication, and given that this history includes “WMD,” “PATRIOT Act” and “NICE,” this is no small achievement in mendacity.

I have a particular, almost physical revulsion for the corruption of language. Not because I am some fusty grammarian clutching his Fowler like a talisman against modernity, but because I understand, as anyone who has spent serious time with important ideas understands, that when you degrade the word, you degrade the thought. And when you degrade the thought, you make it just that little bit easier to degrade the person. The peddlers of the term “Artificial Intelligence,” as applied to what are, in cold and sober fact, large language models, are engaged in exactly this kind of slow poisoning of the well.

But here is where the farce acquires its perfect, finishing touch. It is the detail that a satirist would have been proud of inventing: the domain suffix that every AI startup now wears as a badge of cosmic seriousness, the little .ai appended to their logos and pitch decks like a papal seal of approval from the future — that suffix belongs, by the accident of geographic nomenclature, to Anguilla. A Caribbean island of approximately eighteen thousand souls, nine miles wide, whose previous distinction was its coral reefs and its rum. Anguilla has no artificial intelligence industry to speak of. Anguilla has no particular relationship with machine learning, neural networks, or the philosophical questions surrounding synthetic cognition. What Anguilla has is a country code that happens to spell out the two most lucrative letters in contemporary technology, and as a result this small and blameless British overseas territory is raking in tens of millions of dollars annually from Silicon Valley’s vanity. The entire edifice of artificial intelligence branding — the sleek websites, the earnest mission statements about benefiting humanity, the trembling eschatological pronouncements about AGI — is, at its literal address, underwritten by a Caribbean island’s accident of alphabetical fortune.

How curious it is that these companies are queuing up to rent their identity from Anguilla. Not from a great university. Not from a national laboratory. Not from some institute consecrated to the serious study of cognition. From an island. Because the island’s ISO 3166-1 code is, by the alphabet’s indifferent lottery, A-I. Anthropic.ai. Character.ai. The whole glittering procession of them, doing their strutting beneath a flag they are leasing from a territory whose GDP was, until recently, sustained primarily by offshore banking and beach tourism. There is a providence in this that no satirist could improve upon.

What, let us ask with the ruthless simplicity the question deserves, is intelligence? It is not, I submit, the ability to predict the next token in a sequence with impressive statistical reliability. It is not the retrieval and recombination of patterns absorbed from a corpus of human text. It is not even the capacity to produce, on demand, a sonnet, a legal brief, or a recipe for bouillabaisse that will fool a casual reader. Aristotle defined intelligence as it relates to the capacity for nous: for genuine apprehension of first principles, for reasoning that originates from within. Kant would speak of spontaneity, the mind’s irreducible ability to initiate thought rather than merely respond to stimulus. William James would point you toward consciousness as the stream that underlies cognition. Not one of these thinkers, transported to our present moment and introduced to GPT-whatever, would nod and say: yes, this is intelligence.

What they would say is that this is an extraordinarily sophisticated mimic. A parrot of previously unimaginable range and fluency, but a parrot nonetheless. A system that has ingested the externalized outputs of intelligence and learned, through a process of baroque mathematical optimization, to reproduce their surface features. This is a truly remarkable and ground-breaking achievement — the engineering is genuine, the ambition occasionally even poignant. But remarkability is not a synonym for intelligence, and the conflation of the two is precisely what the tech industry, in its adolescent hunger for cosmic significance, has decided to impose upon us.

And make no mistake — this is an imposition. It is a marketing decision dressed in philosopher’s robes. When the founders of these companies stand before Senate committees and speak of “artificial general intelligence” as a thing that is coming, a thing their companies are building, they are not delivering sober technical briefings. They are performing eschatology for venture capitalists. They are offering the secular religion that a post-Christian, post-ideological professional class desperately craves: a creation myth, a sense that one is present at the hinge of history. The fact that the product beneath this grandiose framing is, functionally, a very good autocomplete — one that can write your cover letter and summarize your PDF and occasionally hallucinate citations to academic papers that do not exist — seems not to trouble anyone. The cathedral is built; the congregation has assembled; let no one mention that the god is made of matrix multiplication. And that the address of the cathedral, should you wish to visit, is registered in a territory where the primary natural landmark is a sandbar.

The harm in this is not merely aesthetic. Although the aesthetics are bad enough, given that we must now endure a thousand breathless posts from founders who speak of their “responsibility” to “align” the “intelligence” they are “creating,” as if they were not training a statistical model but midwifing a soul. No, the harm is practical and it is democratic. When we call these systems intelligent, we extend to them a kind of moral and epistemic authority they have not earned and cannot earn. People ask them for medical diagnoses. They consult them on matters of law, of ethics, of grief. They mistake confident-sounding output for reliable output — and why wouldn’t they, when the entire framing tells them they are speaking to something that thinks? The machine does not think. It does not know that it does not think. It does not know anything, in any sense of the word “know” that would survive five minutes of philosophical scrutiny. And yet, because we have handed it this borrowed crown — and stamped that crown with a domain suffix purchased from an island government that is, let us be honest, simply grateful anyone called — we find ourselves in a world where the confabulations of a text-prediction engine are entering courtrooms, classrooms, and newsrooms with a confidence their origins do not justify.

The technologists will object that this is a semantic dispute, that the word “intelligence” has evolved, that I am being deliberately obtuse. To which I say: no. You do not get to steal a word that carries the full weight of human self-understanding and then claim it is just a label, just a convenience, just a term of art. And you do not get to borrow the geography of a nine-mile island as the coat of arms for your civilizational ambitions without the rest of us noticing the absurdity. If the grandest claim in the history of computer science can be housed, at the domain level, in Anguilla, then perhaps the grandest claim in the history of computer science deserves a little more scrutiny than it has so far received.

Call them language models. Call them probabilistic text synthesizers. Call them, if you must reach for grandeur, engines of statistical ventriloquism. But do not call them intelligent. That word belongs to beings who know they will die, who have wondered why there is something rather than nothing, who have written the texts these machines were trained upon. It was not given to you to launder. And the next time you visit a sleek website with a two-letter suffix and a mission statement about the future of humanity, remember: you are, in the most literal sense, in Anguilla.