Artificial Intelligence is Artificial Thinking

Artificial Intelligence is a misnomer. The honest name is Artificial Thinking.

Intelligence is preverbal. Thinking is representational. The seeing comes first, whole and without words. Language is thinking made portable: the words arrive after, to carry what was already seen.

Thinking has two operations. First it lifts. Then it splits. Intelligence meets the cat in the grass; memory lifts from that meeting the predator, the recurring figure, the thing that will return. The organism acts on the pattern before the pattern comes back. The splitting comes after. Once the figure is lifted and held as a token, we cut it in a space that is not the world. We split the lifted day into hours that exist nowhere in the day. We split the self into a watcher and a watched the self never contained. Past from future, inside from outside, mind from body. None of these seams are in the thing. They are in the copy, and we live as if they were in the thing.

The power of this is real and total. By lifting what repeats in the sky we found the season, and planted against it, and lived. By splitting past what the eye can see we found the atom, and broke it, and released what was held inside. To predict is only this. To have found what repeats, and to trust that it repeats.

The root of it is survival. The cat came for our young as it comes for the young of the giraffe, the elephant, every child meeting her first winter. The animal that could lift the recurring danger from the single event was the animal whose child saw a second winter. Thinking was not laid on top of survival. It was survival.

We taught the machine the same move on different material. The organism lifts from contact with the unlifted. The machine finds the recurring figure among tokens already lifted by others. The operation is not lesser and it is not incorrect. It does exactly what the material permits. But the material is the record, not the world, because copies are what we can give it.

So the name is wrong. We called it artificial intelligence. It is artificial thinking, the seeing left out. This does not shrink it. If this immense thing is only thinking, then thinking is no small thing.

Then ask what the machine is fed. It is fed the record, not the seeing from which the record began. The distinction is the premise of everything that follows.

Now set the machine on this record. Be exact about what it does, because it does it superbly. Its governing move is center-finding. Given a field of instances it finds the relations that recur and produces a figure supported by them. This is not a simple arithmetic average, and the figure may be one no person in the record ever stated. But it remains answerable to the structure of what it was shown. It is the finest instrument for the center we have ever built.

Then consider what it centers. It is fed the record, and the record is gargantuan, and the record is mostly restatement, the kernel a thin seam in a vast fill. A centering instrument inherits the distribution it is given. If repetition dominates the record, greater fidelity to the record does not recover the seeing. It recovers the repetition more faithfully. More data may widen the field, but volume alone does not pull the center toward the kernel. Where the common copy overwhelms the rare seeing, scale can deepen the mistake.

There is an old word for the middle height. Mediocre: medius, the middle, and ocris, the mountain, the one who climbs halfway up. It is not an insult, and it does not describe the machine. It describes a pairing. The machine climbs whatever it is given, all the way to the top. Given the bloated record, the top is the most frequent phrasing of the most copied result: the middle height. Given a well-put question and material that was seen, the same climb reaches genuinely clever ground, arrangements the record never contained. The mountain sets the height. The machine only climbs.

Then it generates, and generation is the same move run forward. It dresses the result again, in one more phrasing, without fatigue and without end. It is the restating hand made tireless and made total. The human record at least suffered the occasional accident of someone seeing the thing afresh and collapsing the whole stack back to one line. The machine removes even that accident. It cannot see, so it cannot collapse. It can only extend.

The machine performs its one operation without error. The errors live elsewhere. Feed it restatement and it returns the center of restatement. Average seeings that point different ways and it returns a place none of them was going. And some things have no center at all. A flawless average of them is still false. The instrument cannot catch any of this. Catching it is a seeing, and seeing is what it does not have. So the working can be handed over, on one condition. What is handed over must have been seen, kept in its connections, and pointed at what matters. Then the machine finds the center better than we ever could. Whether a center exists, and whether it was worth finding, was settled before the machine began.

The instrument has an edge. Turn it on the one thing that has no parts, the bare fact of being, and it finds nothing to divide. That is the one region it can never enter, and it is the only region where intelligence was ever found. We built a perfect machine for thinking and named it for the thing it does not have.