I stood in the driveway holding a cup of coffee, contributing nothing.
Oliver, my eldest, nineteen was underneath the car, speaking about cylinder compression and head gaskets with the same fluency I bring to a software architecture. He sees oil, metal and mechanical systems the way I see distributed systems: as a legible world full of logic and consequence, where diagnosis is intuition and repair is craft. I cannot evaluate his competence because the domain is entirely outside my own. I can see that he is good. I cannot tell you how good, because I lack the vocabulary, the framework, the muscle memory to judge. My son has become, in the most literal sense, incomprehensible to me.
It was not shame, exactly. Something closer to vertigo.
Then there are the younger two. Noah, ten, and Freya, seven. They are learning soroban -- abacus mathematics. I sat and watched them do mental arithmetic at a speed I could not follow with a calculator. Not metaphorically. I had the calculator in my hand and they were faster. Research using fMRI has shown that children trained in abacus arithmetic activate bilateral frontal-parietal networks "visuospatial processing' whilst adults performing the same calculations rely on language-based processing centred on Broca's area. They are not doing the same thing more quickly. They are doing a different thing altogether. Their brains have built structures that adult brains do not possess and, past a certain developmental window, cannot build. The Flash Anzan world record stands at fifteen three-digit numbers summed in 1.61 seconds. These children are not faster versions of us. They are running different cognitive architecture.
What I have come to understand is the surpassing of the parent by the child is not a bug. It is the entire design specification of the human species.
A Taxonomy of Surpassing
There is a taxonomy to this. The first kind is physical and mechanical. Oliver under the bonnet of a car, fluent in a language of metal and combustion I have never spoken. The second is cognitive and computational; Noah and Freya processing numbers through neural pathways my brain physically cannot replicate. These are impressive. These are the kinds of surpassing that make you proud, that you can name and describe and boast about at dinner parties. Pride is what you post on LinkedIn.
Pride is what you post on LinkedIn.
The third kinda takes your breath away.
It is the moment you realise your children are not extensions of you. They are independent, complete human beings with their own reality, their own thoughts, their own dreams you will never see. Oliver has a relationship with a combustion engine that is as intimate and private as any relationship I have with a codebase. Noah has a mental model of numbers that is, in the most literal neurological sense, inaccessible to me. Freya is seven years old and already thinking in a way that no adult in our family can think. They were babies once. I changed their nappies. And now they have inner lives that are entirely, irrecoverably their own.
There is pride in this. And there is something else -- a lurch in the chest, like the floor has shifted an inch to the left.
East and West
Every civilisation has been trying to tell us something about this moment. In the East, the student who surpasses the master is cause for celebration. Xunzi wrote in the third century BCE: blue dye is extracted from the indigo plant, but it is bluer than the plant it comes from. The Japanese codified it into Shu-Ha-Ri -- follow, break, transcend -- where the whole point of mastery is that the student leaves the teacher behind. Chiron, the wisest of the centaurs, trained Achilles, Heracles, Asclepius, every one of them surpassed him. His whole identity was built on being exceeded.
In the West, a rather different tradition. Daedalus murdered his nephew Perdix, threw him off the Acropolis, because the boy had invented the compass and the saw. In Prague, Rabbi Loew animated a Golem that outgrew its purpose; one letter erased from its forehead turned emet (truth) into met (death). Mary Shelley put an epigraph from Paradise Lost at the front of Frankenstein: "Did I request thee, Maker, from my clay / To mould me Man?" The pattern is always the same: the thing you made becomes the thing you cannot unmake.
The East says: rejoice. The West says: be afraid.
The Bow and the Arrow
Kahlil Gibran, writing in 1923, got closer than most: "Your children are not your children. They are the sons and daughters of Life's longing for itself... You are the bows from which your children as living arrows are sent forth." The metaphor is more precise than it first appears. The bow does not travel with the arrow. The bow's purpose is to store energy and release it. After the release, the bow is still a bow -- but its defining act is over.
Donald Winnicott had a clinical name for this: graduated failure. The "good enough mother" -- his phrase, not mine -- succeeds precisely by making herself progressively unnecessary. Every competency you teach a child is a small act of self-erasure. You tie their shoes until they tie their own. You read to them until they read alone. You solve their problems until they solve problems you cannot even formulate. The endpoint of successful parenting, in Winnicott's framework, is your own irrelevance.
That is a brutal way to describe love. But Winnicott was right.
Erikson called this stage of adult life generatively: the developmental task of middle age is to create and guide the next generation. The alternative, his word, is stagnation. There is no third option. The parent who cannot release the scaffold, who needs to remain the expert, who measures success by continued relevance, has optimised for the wrong constraint entirely.
Then Like Now
Now. You came here to read about AI, because everything is about AI these days and it would be professionally irresponsible not to mention it. Fine. One paragraph.
Dario Amodei wrote that "training a powerful AI is not building software -- it is more akin to raising a child." NOEMA published a piece on feral intelligence drawing a haunting line: feral children are "minds without language"; LLMs are "language without minds." The mythology writes itself -- the Golem, the Sorcerer's Apprentice, the creature that consumes its creator's name. We have been rehearsing this story for three thousand years. But here is what the AI discourse gets wrong, consistently and spectacularly: the surpassing of the parent by the child is not a malfunction. It is the design specification. It is Winnicott's graduated failure. It is Gibran's bow and arrow. The question was never "how do we prevent being surpassed?" The question was always "how do we bear it with grace?"
That was two paragraphs. I lied. You'll cope.
The real story is older and more human than anything happening in a data centre. I sat in my kitchen and watched my children do things I cannot do, think in ways I cannot think, and become people I cannot fully know. The vertigo is real. Not from the research, not from the myths, but from that specific silence that falls when you watch a child exceed you and you feel, simultaneously, the proudest you have ever been and the most redundant.
The most redundant.
Gibran said: be the bow.
I know which story I prefer.
(Views in this article are my own.)