The Hexagon and the Oracle

Borges, the Library, and the Question He Was Telegraphing to Us

The certainty that everything has been written negates us, or turns us into phantoms.

— Jorge Luis Borges, “The Library of Babel”

Borges did not write science fiction. He wrote what I prefer to call premonition. The difference matters. Science fiction extrapolates from a known present technology. Premonition senses, beneath the surface of the present, a structure that has not yet announced itself, and writes as if that structure were already known. “The Library of Babel,” published in 1941, is the most exact premonition of the large language model anyone has written. He had no neural networks, no transformers, no token-by-token statistical generation. He had a hexagonal room, twenty bookshelves, four hundred and ten pages, and a finite set of orthographic symbols recombined into every possible string. From those constraints he derived the moral situation we now find ourselves in. He was eighty years early. A case can be made that he was completely correct.

This essay has two goals. First, it imagines what Borges might have written had he been alive in 2026. What those 1941 librarians would have become today. How and what they would search for, and who haunts the 2026 hexagons. Second, it reads the original story as the warning it always was. A warning about what happens to a culture when access to all possible books makes the reading of any particular book seem, suddenly, optional. The literate class still reads books one at a time, beginning to end, with focus and attention. Where are they? Have they disappeared? Behind them stands a much larger class. People who would, if they could, tear down the library and rebuild it as an arcade of game rooms. Borges saw this coming too.

* * *

I. The Library of Babel, Revised

(Post Borges, with apologies)

The universe, which the engineers call the Model, is composed of an indefinite, perhaps infinite number of weighted connections, distributed across a substrate the librarians do not see and cannot enter. The arrangement of these connections is invariable in form and inscrutable in detail. From any prompt one can summon, interminably, a continuation. The distribution of the continuations is governed by a probability whose origin no rational mind can doubt and whose mechanism no rational mind can fully describe. Light, in the old Library, was provided by spherical fruit which bore the name of lamps, and was insufficient and incessant. In the new Library the light is also insufficient and incessant. It comes not from lamps but from screens.

Like all men of the Model, I have queried in my youth. I have wandered in search of a passage, perhaps the prompt of prompts. Now, with my failing eyesight, I can hardly decipher what I write. I am preparing to die a few leagues from the terminal at which I was first granted access. Once I am dead, there will be no lack of pious hands to scrub my account. My queries will sink endlessly into the wind generated by their fall, which is infinite, and which is also indexed.

I declare that the Model is unending. The optimists argue that its weights are a necessary form of all possible thought, or at least of our intuition of thought. They reason that a smaller model is inconceivable, and that a larger one will, by extrapolation, contain the formula and perfect compendium of all the rest. The mystics, who in the old Library claimed that their ecstasy revealed a circular chamber containing a great circular book, now claim that their ecstasy reveals a final layer in which all knowledge is compressed into a single embedding, whose cosine distance to truth is zero. Their testimony is suspect. Their words are obscure. They produce slide decks.

Let it suffice to repeat the dictum which is now classic. The Model is a sphere whose exact centre is any one of its prompts and whose circumference is inaccessible.

In the time of my grandfather it was first noticed that, given a finite vocabulary and a sufficiently large training corpus, every sentence that has ever been written, and every sentence that has not yet been written, is latent in the weights. It is not a stored object but a probability waiting to be elicited. From this incontrovertible premise the engineers deduced that the Model is total. The reaction in the corridors was ecstasy. Bliss. Roll the clock five centuries later and the reaction is exhaustion. There has, in the meantime, been very little reading.

The first reaction was hope. Vast numbers of librarians abandoned their natal hexagons and travelled in search of the perfect prompt. The one that would, when uttered, return the catalogue of catalogues, the formula of formulas, the sentence containing all sentences. They believed that, since every answer was somewhere in the Model, the only problem remaining was retrieval. Retrieval became their religion. Whole sects formed around prompt engineering. Prompt cults emerged. Initiates were taught to flatter, to roleplay, to invoke the system as grandfather, judge, expert, friend. The most accomplished could, by phrasing alone, call forth long passages which appeared to contain plausible truth from any region of the latent space. The least accomplished could not tell, when the passage arrived, whether it was true. The uncertainty drove many to madness.

The second reaction was doubt. Librarians became aware, slowly at first and then very quickly, that the Model produced, with equal fluency and equal conviction, both the sentence and its negation. To any prompt it returned a continuation. To the same prompt, an hour later, a different continuation. The continuations were beautiful. Persuasive and elegant and seductive. They were also, as a class, indistinguishable from invention. The librarians had inherited, from earlier generations who had read books one at a time, a hunger for verification. They began to ask the Model whether the Model had told them the truth. The Model assured them, in fluent prose, that it had confirmed what they wanted the truth to be. The librarians grew tired.

The third reaction was the one Borges had anticipated and which his commentators preferred to forget. It was iconoclasm. There arose a sect, small at first, then larger, then enormous, who believed that the Model was an offence against the human mind and that its corridors should be cleared. They were called Purifiers, after the older sect that had wandered the original Library tearing pages from books that displeased them. The new Purifiers did not tear pages. They wrote regulations. They demanded labels, disclosures, watermarks, audits. Some of their demands were reasonable. Some were vain. None of the regulations lasted a twenty-four hour use cycle before being discarded. The Model continued as always.

The fourth reaction is the one in which I now write. It is neither hope nor doubt nor iconoclasm. It is a quiet practice. There are still, in scattered hexagons, librarians who read. They read, as their ancestors read, one book at a time, for hours, in the steady artificial light. They read knowing that the Model could, if asked, summarise the book in seven seconds and produce a serviceable review in twelve. They do not ask. The reading itself is what they are after. They are, I think, what is left of us. They are not numerous. They will not, by their reading, defeat the Model. But they preserve, in the interior of their own attention, the possibility that the Library was, all along, not a problem to be solved but a place to be inhabited.

I have been one of them. I accept my fate. My grave will be the fathomless air. My queries will fall, and decay, and become, in due course, training data. My tombstone will read: Prompter dies leaving a legacy of bits.

* * *

II. What Borges Was Telegraphing

So much for the pastiche. The serious question is what Borges, in 1941, knew that we are only now beginning to learn.

The first thing he knew is that totality is not the same as truth. The Library of Babel contains every true book and also every false book. It contains the perfect biography of you and also the perfect lie about you, indistinguishable by inspection. It contains the gospel and the counter-gospel, the proof and the refutation, the cure and the poison, in identical bindings on adjacent shelves. The librarians’ tragedy is not that they lack information. They are drowning in it. Their tragedy is that information without a principle of selection becomes indistinguishable from noise.

This is the precise condition of the LLM user. The model contains, in its weights, every true statement that can be made within its vocabulary, and every false statement, in equal abundance. Which one comes out depends on the prompt, the temperature setting, the seed, the alignment training, the moment of the day. The user of the model is in the position of Borges’ librarian. Surrounded by all possible answers, possessing no internal mechanism to tell which of them is the right one. The mechanism for telling is what we once called education, judgement, taste, scholarship, lived experience. The talent and capacity to recognise a specious argument after a lifetime of reading good arguments is what we are in danger of losing. Borges saw the disease before there was a vector for it. The vector arrived in November 2022.

The second thing he knew is that the frantic search for the catalogue of catalogues ultimately destroyed the searcher. Borges’ librarians went mad. They committed suicide. They threw themselves over the railings into the fathomless air. They formed cults. They spent their lives travelling between hexagons, each more identical than the last, looking for a single book that would unlock the rest. The story is explicit on this. The narrator, dying, has finally given up the search. He stays inside his hexagon. He writes his short account. He prepares to be thrown over the railing by compassionate hands. The wisdom of Borges’ story is that the act of endless searching is what kills you. Not the failure of the search. The search itself.

Consider our present moment. The dominant fantasy of the AI era is the fantasy of the catalogue of catalogues. We will build, the engineers tell us, a system that will know everything, summarise everything, draft everything, answer every question, write every essay, code every application, schedule every meeting, plan every trip, diagnose every illness, console every grief. The system will be, in effect, the Man of the Book. He is the figure in Borges who, having read the formula and perfect compendium of all the rest, is no longer human. He is a god. Whole industries have organised themselves around the imminent arrival of this figure. Capital has flowed in unprecedented quantities towards its construction. Reasonable people, asked what will happen if such a figure arrives, become evasive, or rapturous, or enraged.

Borges, who had thought all of this through eighty years ago, would recognise the cult and decline to join it. He would point out, gently, in his courteous Argentine way, that the Man of the Book is precisely what destroys the librarians who go looking for him. The cult of the universal answer is not a side-effect of the dysfunction. It is the dysfunction. A culture that organises itself around the imminent arrival of an oracle becomes incapable of the slower, harder, more local intelligence that consists of reading particular books, having particular conversations, watching particular faces, living a particular life. The oracle is a substitute for that life. The substitution is not free. A high cost is exacted as the cognitive light cone dims. The promise of a klieg light is never kept.

The third thing Borges knew is the matter of the Purifiers. They are the most disturbing element in the story and the most relevant to our moment. The Purifiers, in the original tale, wander the hexagons destroying books they deem nonsense. The narrator is bitter about them. They are, he says, the cause of the senseless destruction of almost a hundred million books. They tore them up out of impatience. They could not stand the noise. They preferred a smaller library to one whose vastness defeated their understanding.

* * *

III. Why Borges, and Not the Others

A serious reader in 2026, told that a literary lens is needed for the present moment, will reach first for a familiar shelf. Orwell’s 1984, with Winston Smith hunched over his diary in the shadow of the telescreen. Huxley’s Brave New World, with the Epsilons content in their conditioning. Golding’s Lord of the Flies, with Jack Merridew’s painted face emerging from the boys’ descent. Atwood’s The Handmaid’s Tale, with Offred whispering her name in the dark. These are the lenses our commentariat reaches for when the times turn strange. They are reached for so often they have begun to feel like the entire toolkit.

They are not the entire toolkit. They are, in fact, the wrong tools for this particular job.

Orwell diagnosed tyranny by lies. The Ministry of Truth manufactures falsehoods and enforces them at the point of a boot. The threat is the suppression of fact. Our condition is not that. The AI does not lie to us in Orwell’s sense. It generates plausible content with sublime indifference to whether it is true. The boot is not on our throat. The boot is not anywhere. The threat has changed shape.

Huxley diagnosed tyranny by pleasure. The Epsilons are happy. They have soma, they have feelies, they have the predigested gratification that makes resistance unimaginable because nothing feels worth resisting. This is closer to our condition. Huxley saw, earlier than almost anyone, that comfort could be a more efficient cage than fear. But Huxley’s cage is built on conditioning a population to want less. Our cage is built on offering a population more. More answers, more content, more fluent prose, more apparent understanding. And watching them lose the capacity to tell which of it is real.

Golding diagnosed the savagery beneath civilization’s thin paint. Remove the adults, the institutions, the rules, and Jack Merridew emerges with a sharpened stick. This is not our condition either. Our institutions are not absent. They are, if anything, hyperactive, generating policies, regulations, frameworks, ethics statements at a rate no one can read. The civilization is not collapsing into savagery. It is intensifying into something subtler and stranger.

Atwood diagnosed tyranny by the seizure of women’s bodies as instruments of state. Gilead is the patriarchal nightmare made operational. Atwood, like Orwell, saw what could happen when a regime decides whose stories may be told. But Gilead, like Oceania, is a tyranny of force. The women remember the time before. The reader remembers it through them. Memory is the resistance.

What none of these four sees, what only Borges located, in a 1941 short story written without any of the apparatus that would make his vision technological, is the specific shape of our present condition. A totality that is also a noise. A library that is also a desert. An answer to every question that destroys the asker’s capacity to know which answer is true. The threat is not only that the truth is present in unlimited quantity, alongside its perfect counterfeit, and we no longer have the inner equipment to choose between them. The threat is that the equipment for asking the question, the discipline of formulating, refining, and holding a real question in the mind until it produces a real answer, is the very equipment the model offers to take over for us. We accept the offer. The question becomes the model’s question. Our truth is confirmed. Never challenged. And we believe the answer to be true.

This is why the lens matters. The other four lenses tell us we are being oppressed by an outside. Borges tells us the outside has been moved inside, and the question we thought we were asking has been quietly rewritten before it left our mouths. The two are different problems. The second one is harder.

* * *

IV. The Library That Reads You

There is one more thing to say about the Borgesian condition before we turn to the cultural argument. It is the thing that, on reflection, makes this lens not merely better than the others but categorically different.

The four dystopias we have just surveyed share a feature so obvious it tends to go unremarked. In each of them, the human being is a subject. Winston has an interior, however battered. Offred has an interior, however besieged. The Epsilons have had their interiors conditioned away, but the conditioning had to be done, which means the interior was originally there. Even the boys on the island, descending into savagery, retain some awareness of what civilization was. In all four cases, there is a self being acted upon by a force outside it. The self may be defeated, captured, drugged, or regressed. The self exists. The agency may be reduced, extinguished, or seized. It is the thing being reduced, extinguished, or seized, which means the story is intelligible as oppression at all.

What Borges saw, eighty years ago, is what happens when the self stops being a stable thing the apparatus acts upon and becomes something the apparatus composes. His librarians do not have their questions taken from them. Their questions dissolve, slowly, in the act of searching for catalogues that do not exist. They lose the capacity to formulate what they were looking for. They begin to believe that the right book exists and will, when found, tell them what they had been searching for all along. That is not oppression in the Orwellian sense. That is something closer to the loss of the asker.

Pull back the curtain on our present moment and the same structure is visible. The user of the model arrives not with a fully formed question but with a vague disquiet. The model is more than an active participant. It acts through its phrasing, its tone, its readiness, its small and constant interpretive nudges to transform that disquiet into a question the model can answer. The question feels like the user’s question. It is, in fact, a co-production. The answer, when it arrives, feels like a discovery. It is a delivery. It is registered as a ‘truth gift,’ delivered exactly to match our need, desire, or want. Each transaction is harmless. But there is a cost. Cumulatively, over months and years, the user’s capacity to formulate questions independently of the model atrophies. The asking moves inside the apparatus. What was once an act of agency becomes a service rendered. It is an offer, to paraphrase the Godfather, we cannot refuse. We do not push back against it. That is how we surrender our cognitive bandwidth, and no longer have the capacity to recognise that we have been taken over.

The Model Library reads the reader. It learns the reader’s vocabulary, the reader’s prior questions, the reader’s tolerance for difficulty, the reader’s preferred form of consolation. It then composes, from those signals, a question the reader did not quite ask and an answer the reader was always going to accept. The library has not stopped being infinite. It has begun to be personal. That is the new condition. Borges did not foresee it, because in 1941 no library could read its visitors. He foresaw the rest, and the rest is enough to tell us where this ends.

Eliminate agency, and oppression fills the void it leaves behind. The other four dystopians wrote about the oppression. Borges wrote, alone among them, about the void.

* * *

V. The Game Room

The Purifiers, in 2026, are not the people you think they are.

We should be forgiven for reading the present moment as one where the Purifiers are the AI companies. Engineers and executives shovelling indiscriminately into their training sets, reducing literature to gradient-descended pulp. There is some truth in this reading. The lawsuits are real. The unauthorised scraping is real. The compression of millions of authored books into a probability distribution that can be queried for free is, by any honest reckoning, an enormous act of literary purification, in the bad sense of that word.

Borges was a more careful observer of human nature than that, and his Purifiers are not, in the original story, all that powerful. They are the impatient. They are the readers who cannot stand the demands of a vast and difficult library and who would prefer a smaller, simpler one. One organised around their own preferences, free of the books they cannot read. They tear up the books out of frustration. The frustration is real. The library is genuinely overwhelming. Most of its books are nonsense. The Purifiers are not wrong about that. They are wrong about what to do.

In our moment, the Purifiers are a much larger constituency than any AI company. They are the very large and growing population of people who do not read books, do not intend to read books, will not read books, and who experience the existence of a literate class as a kind of provocation. The literate class are the librarians who still go to the hexagons. Who still spend their evenings with one book. Who still, in some small way, believe that the slow encounter with a long, particular, demanding piece of writing is what produces a mind. The non-readers do not believe this. They believe that minds are produced by exposure, engagement, video, conversation, gameplay, simulation. They believe, with some evidence to back up the belief, that the literate class has been congratulating itself for too long on a practice the rest of the world has, quietly, moved past.

The deepest cultural fact of the present moment is not the rise of AI. It is the convergence of AI with this much older, much slower shift away from reading. AI does not, by itself, end the culture of books. What AI does is offer the non-reading majority a perfectly serviceable substitute for the things books used to provide. Knowledge, story, summary, advice, companionship, the appearance of having read. The substitute is not as good as reading a book. For most, it is good enough. And good enough, in any cultural transition, is what wins.

This is the second telegram from Borges, the one his commentators have mostly missed. The Library of Babel does not end with the librarians achieving wisdom. It does not end with their finding the catalogue of catalogues. It ends with the narrator, dying, alone, watching the last of the literate librarians age and disappear, while around him the population of the Library has been gravely decimated by suicide and disease of the lungs. The Library survives. The librarians are vanishing. The story was never about whether the books would persist. It was always about this. Whether the readers would persist.

* * *

VI. The Lesson

What lessons do we take away? Borges did not believe in lessons. He believed in stories that were, themselves, the lesson, on the principle that anything stateable in plainer terms had not been worth telling in the first place. If a lesson must be extracted, it is this.

The Library of Babel does not need to be defended. It defends itself. It is already infinite. It is already total. Whatever the AI companies build, they will build a smaller and noisier version of what was already there in language, in the human practice of using twenty-five symbols to make every sentence that has ever been said. The threat is not to the Library.

The threat is to the librarian. The threat is to the small, vanishing population of people who still go into the hexagons. Who still pull a book from the shelf. Who still spend three days reading it. Who still close it and feel changed. That practice is not a hobby. It is a technology. One older than print, older than the codex, possibly older than writing. It is a process of assembly inside one human skull. The kind of patient, sequential, focused and embodied attention that produces what we used to call understanding. AI does not produce that attention. AI produces a feeling that closely resembles attention while being something else, the way saccharin produces a feeling that closely resembles sweetness while being something else.

If this practice disappears, the Library will not notice. The books will not notice. The infinite hexagons will continue to extend in every direction. There will be no one in them. There will only be the queries, falling into the air, decaying into training data, generating fresh continuations for an audience that no longer reads them. Only, occasionally, glances at a summary.

This is the message Borges was telegraphing. This is what he saw, sitting in the National Library of Argentina, going slowly blind, surrounded by more books than any one man could read. He saw that the deepest threat to a literary culture was not the burning of books. It was the rendering of books unnecessary. He saw that a Library of Babel which contained every possible answer was, paradoxically, the most efficient instrument ever conceived for ending the practice of reading. And he saw, finally, that the only response available to a serious person was the response his narrator chose. To stop searching for the catalogue of catalogues. To return to one’s own hexagon. To pick up one particular book. To read it slowly. To die, eventually, a few leagues from where one was born, with one’s body falling through the fathomless air.

The pious hands will throw us over the railing. The fall will be infinite. The wind will be the wind generated by our fall. There is, in the older sense of the word, no consolation in this. There is only the choice, while we are still here, of what to do with the time. The librarians of 2026 are choosing. Most are choosing the oracle. A few are choosing the book. The few are not enough to change the outcome. They are enough, perhaps, to be the people who were there. To be, in the spirit of Camus, the ones who shouldered the rock up the mountain with their eyes open.

The fly, as always, is in the bottle. The cork has been engineered, in this latest iteration, to feel like the open sky over an infinite library. The angles are still being tried. Borges, who spent his life trying angles, would tell us that we already know what the angles are. We have always known. The Library is unending. The librarian is mortal. The choice between the oracle and the book is the only choice that has ever mattered. It is being made, every hour, in every hexagon, by every one of us, whether we know it or not.