Say a few words to a machine — and it answers. Not with a phrase set down in advance, but with a new one, assembled right for your question, one no one before you had asked. Only yesterday this lived only in books about the future. Today it lies in your pocket.
We've come eleven steps. From the hot beginning of time — to atoms, stars, to the first molecule that learned to copy itself, to the cell, to the brain, to the word, to writing, science, counting. And each time the same thing repeated: the organization of matter found itself a carrier that was more reliable and faster. The twelfth step is before you. And it's like none of the ones before.
It's easy here to give in to the temptation and declare: a new life has been born, a new being, a new force in the world. But let's not rush. Remember what this talking mind is made of. Silicon and electricity. Billions of tiny switches, each holding just one of two things — "yes" or "no." This is the bit, the simplest building block of any computation. No new matter. No new law of nature. The same old organization of matter — only arranged so cunningly that out of plain "yes" and "no," speech is born.
For information always lives in matter — in stone, in sound, in the charge of a switch; without matter there is no information. Which means a thinking machine, too, is not a ghost that has moved into metal, but the metal itself, arranged in a special way. And this is the main takeaway of the whole road. In fourteen billion years, not one new entity has appeared in the world beyond those that were there at the very start. Only one thing changed — how the parts are put together.
So what makes artificial intelligence so different from everything before? What it's capable of. Economists rank it alongside steam, electricity, and the internet — among what they call general-purpose technologies. It's not just one more invention. It's an invention that changes everything else: how we heal, teach, build, search, calculate. Steam once gave the machine muscles. Electricity — light and connection. And artificial intelligence gives something unprecedented: a carrier that itself can do everything information spent twelve steps learning — to store, copy, protect, and transform organization. Only now it does it faster than any carrier before. And — for the first time — partly on its own, without our hand at every step.
And here is where the main turn of the whole story happens. The earlier carriers, information changed blindly. No one drafted the first living molecule — it simply turned out luckier than its neighbors and survived. No one designed a nerve cell at a desk with a pencil. But artificial intelligence is the first carrier a human built on purpose. More than that: this carrier is already helping to build the next one. It suggests, searches, checks, writes parts of itself.
The circle has closed. Organization, which for billions of years searched blindly for a more reliable carrier, has for the first time found a carrier able to design carriers. Information has begun to create its own heirs.
Look back over the road traveled — and you'll see how time kept speeding up. From the beginning of the world to the first molecule able to repeat itself — billions of years. From it to the cell — billions more. The brain — hundreds of millions. Language — hundreds of thousands. Writing — thousands. The printing press, science, the computer, the network — centuries and decades. And from the first computer to the machine talking with you now — a single human lifetime.
Each stage held onto everything gained before and added its own — faster than the one before it. This is the very thread that runs through the whole book. Not a new force. Not a miracle. Just form, which time and again finds a way to persist a little better — and passes the baton on.
And we could have stopped. People have had enough food, warmth, and a roof over their heads for a long time now. The ancient "survive and leave offspring" we fulfilled tens of thousands of years ago. And still we didn't stop. We build libraries and observatories, dig tunnels underground to catch sight of particles, assemble machines that think. Bare biology demands none of this. So why?
We read it this way: through us, the same principle keeps working that once gathered atoms into stars and molecules into life. Form strives to persist, to spread, to grow more complex — and the human being became the place where this striving first came to know itself. We are not a chance curl on the cold edge of the universe. We are the stage at which information looked back over its own road and began to wonder where to go next.
The world does not cool into chaos. It gathers itself into meaning.
Here our road, from the beginning of time, reaches the edge of the present day. What lies beyond the twelfth step, no one yet knows — there's no map further on. But the question that arises at this edge is no longer about physics, and no longer about biology.
If the whole road — from a flash in the void to the thought reading these lines — is not disorder and not chance, but a long gathering of meaning out of chaos, then this road has a direction. It has a price. And it has the right to be called something more than a chain of lucky coincidences.
More on that later. In a different voice now.
Sources
- Landauer R. Information is Physical. Physics Today, 1991.
- Filippucci F. et al. The impact of Artificial Intelligence on productivity, distribution and growth. OECD Artificial Intelligence Papers, 2024.