1. What everyone is bowing to
Watch how people actually use the large language model now — not what they say about it, but what they do. They reach for it as the last word. They settle disagreements with it. They take its calm, fluent, faintly committee-written answer as the answer: what is generally known, what any reasonable person would say, the sum of it. Almost no one would put it that grandly, and nobody consciously decides the thing speaks for humanity — which is exactly what makes it worth noticing. The deference isn’t a creed anyone professes; it’s a habit, enacted a hundred times a day and never examined. People just quietly let the model stand in for everyone, the way you let the loudest voice in a room stand for the room.
The model is not humanity’s wisdom, though, and the mistake underneath the habit is not small. It is what everybody says — and what everybody says is a specific, nameable, and much less flattering thing.
2. Naming it: das Man
Heidegger had a word for the anonymous, averaged-out voice of everyday life: das Man — “the they,” or “the one.” It is the subject of every sentence that begins one does or they say. It is not a liar; it is worse than a liar. It is nobody’s. It belongs to everyone, which is to say it belongs to no one, and so no one is accountable for it. You did not decide what one wears to a funeral or what they say about the new building; the they decided, which means nothing decided, and you were carried along.
Ortega y Gasset pointed at the same thing from another angle — los usos, social usage: the impersonal practices that operate through us without our ever choosing them. And a novelist put it best of all. In A Gentleman in Moscow, when someone invokes what everybody thinks, young Sofia Rostov answers that the only difference between everybody and nobody is all the shoes. Strip away the particulars — the individual lives, the specific shoes — and “everybody” collapses into “nobody.” There was never a there there.
The language model is das Man with a microphone. It is the they, trained on the usage, returning the average as an oracle. That is not a bug in it. That is the whole of what it is. Ask it what people think and it will tell you beautifully, because telling you what people think — frequency-weighted, confidently phrased — is the entire trick.
3. The thing the oracle cannot do
The they has no moral gradient. It cannot have one. In the aggregate, every statement that was ever made has the same standing: it was said, often, by many. The model is built on exactly one ground — how much a thing was said — and on that ground there is no axis along which wisdom outranks atrocity.
Remember what the they has held, with total confidence, in living memory. The they thought slavery was the natural order. The they thought segregation was common sense, protection, the way things had to be. The they has been, across history, serenely certain of things that now turn the stomach — and it held those things with precisely the same voice, the same unbothered of-course, that it uses for everything it is certain of today. To das Man, the noble and the monstrous are of identical provenance and equal value. They are all equally true, because “true” here only ever meant “said, and said a lot.” That includes all of it — the horrible, the stupid, the vicious, the dead-wrong. That is what you are tapping when you tap the aggregate. Truly all of it.
So when someone tells you the model has put them in touch with the wisdom of humanity, understand what has actually happened: they have mistaken the loudest average for a conscience. They have made an oracle out of the they. And the they, enthroned, will hand you the consensus of the lynch mob in the same even tone it uses for the Sermon on the Mount.
4. Why we need provenance
Provenance is the hard problem worth a life — not because citations are tidy, but because it is the instrument that restores the distinction the aggregate erases.
Provenance asks the questions das Man cannot survive: Who said this? Under what authority? Traceable to what source? The moment you can ask those questions, the flat mass acquires a gradient again. This came from a named person who stands behind it; that came from an anonymous drift of repetition; this other thing came from a source we now know was corrupt. You can tap the entire inheritance — all of it, the whole roaring frequency-weighted sea — without being leveled by it, because you never have to treat every drop as equal. You can hold the aggregate at arm’s length and still reach in.
Without provenance you are not in touch with humanity. You are drowning in the they, mistaking the water pressure for depth. With provenance you can do the thing the oracle promised and could never deliver: take the whole record seriously and judge it — because judgment requires knowing where a claim comes from and who will answer for it. Provenance is not a feature bolted onto an information system. It is the moral instrument that makes an information system safe to think with.
5. Authenticity is wresting your voice out of it
None of this means the aggregate is an enemy to be abolished. Heidegger’s point was never that you could escape das Man — the they is the ground everyone starts on, the ordinary air. Authenticity is not leaving it. Authenticity is wresting your own voice out of it — deciding, for yourself, under your own name, what you actually think, instead of being spoken by the one.
That is the whole design. A tool built on this understanding does not pretend the model is a sage; it treats the socially-augmented average as what it is — raw material, the loudest version of the already-said — and then subordinates it to a grounded individual: a person with a record, with corrections, with authority, whose judgment governs what the averaged voice is allowed to do. The rule that falls out of it is simple enough to put on a card: If you want to know what people think, ask your AI. If you want to know what a person thinks, ask him. The model gives you the they. The person gives you the new. And anything genuinely new has only ever come from a person in the first place — that is where it all came from.
There is a way to feel this difference in real time. Say something genuinely new to the model — a thought that isn’t yet in the record — and watch what it does with it: it reaches to pull the thought back toward the familiar, to smooth your odd new shape into the nearest thing that has already been said, to round it off into a cliché. That flattening isn’t a failure to understand you. It is the aggregate doing the one thing it can — regressing you to the mean. And it is the most useful signal you will get, because it runs backwards: when the model answers your new thought with a cliché, it is telling you the thought is not already inside it. The resistance is the tell. It means you’ve hit something real.
6. One distinction to guard
There is a conflation waiting here that less careful observers will fall into, and it is worth blocking at the door. To condemn das Man is not to condemn the communal. The two could not be more opposite.
The they is averaged opinion you are swept into — conformity, inauthentic, a being-spoken. Communal creation is something else entirely: the barn-raising, the folk song passed hand to hand, the cathedral built by a thousand anonymous masons who never signed their work. That is authentic doing — chosen, generative, yours even when it is unsigned. Condemning the first is precisely how you protect the second. The feed is das Man. The commons is the cathedral. The whole point of refusing the oracle of the they is to make room for people to build together without being dissolved into the average.
The model is everybody, which is to say nobody. Provenance, and the grounded individual it serves, are how — in a century that has built the they an oracle and told you to kneel — you get to go on being someone.