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AI AI: Large Language Models AI: Transformers Authors Podcasts Writing

The Billboard

The fog was still sitting on the hills when I put in my earbuds and headed out.

Sebastian Mallaby was talking about billboards.

Tim Ferriss had asked him the question he asks everyone: if you could put anything up there, for millions of people to see, what would it be? Mallaby has spent years inside the minds of the people who shaped modern finance — the hedge fund managers, the venture capitalists, the builders of things that changed how the world moves money. He has more material than most people accumulate in a lifetime. He could have said anything.

He said: Prepare your mind.

I kept walking. The houses were quiet in the particular way they get when school lets out for summer — no buses, no car doors, no kids at the corner. Somebody’s sprinklers were running.

The phrase comes originally from Louis Pasteur, who understood something that most people don’t: that chance is not democratic. It does not distribute itself evenly among those who wait. It finds the people who are ready. Chance favors the prepared mind. Pasteur said it, and then he proved it, and then the rest of us spent a century and a half learning it was true.

What struck me about Mallaby’s answer wasn’t the phrase itself. It was the way he said it had kept appearing in his research, surfacing in different decades and different worlds, like a message the material kept trying to send him.

He told the story of Arthur Patterson at Accel Capital. Before a new technology arrived, Accel would work through the implications — what company needs to be built, what founder fits the moment, what the right pitch looks like. So when an entrepreneur finally walked in, when the situation was live and competitive, they already knew ninety percent of what they were hearing. They could move fast because they had already moved slow.

That’s preparation as institutional practice. But Mallaby found the phrase again in a different register entirely, embedded in a single human moment that has always seemed to me like one of the hinge points of our era.

He was interviewing Ilya Sutskever, asking him why he had seen it so quickly.

In 2017, a paper called Attention Is All You Need appeared online. It described a new architecture for neural networks — the transformer — that would eventually rewrite the terms of what artificial intelligence could do. On the day the paper went up, Sutskever read it. And then he ran. He went down the corridor to find his collaborator Alex Radford and told him to stop what he was doing. Everything. Stop. We are going to build a language model on this architecture.

Not someday. Now.

Mallaby asked him how he had seen it so clearly, so fast. And Sutskever’s answer, in its essence, was the same two words: prepared mind.

He had been thinking about the problem of modeling sequential data since his PhD in Canada. For years he had been carrying a question the field hadn’t answered yet. And when the answer appeared — when the transformer showed up on a website one ordinary day — he didn’t have to reason his way toward it. He recognized it. The solution arrived and found a mind that had been waiting for it, that had already cleared space for it, that was already arranged around the shape of exactly this kind of answer.

This is what preparation actually is. Not the accumulation of facts. Not readiness in the generic sense, the vague self-improvement sense. It is the long, patient cultivation of a specific question, held close and kept alive until the answer has somewhere to land.

Mallaby chose that phrase for his billboard because it kept finding him — in the venture capital world, in the AI world, across decades and disciplines and very different kinds of genius. The prepared mind is not a personality trait. It is a practice. It is the work you do before the work arrives.

The sprinklers had clicked off by the time I turned back toward home. The fog was starting to lift off the hills. I was thinking about what I had been preparing for, whether I even knew.

Categories
Atomic Energy Nuclear Energy Science

The Traffic Light That Split the Atom

If you wandered past the Mathematical Society and kept going, you’d come to a pedestrian crossing on Southampton Row where it meets Russell Square in London’s Bloomsbury. On a humid morning in September 1933, something world-changing happened there.

It was Tuesday, September 12. A cool, drizzling, quintessentially English autumn day. Leo Szilard — a brilliant, restless Hungarian-Jewish physicist who had fled Nazi Germany earlier that year — stood waiting at the traffic light. He was irritated, as people often are when a red light holds them up on a gray morning. He had been thinking about Ernest Rutherford’s recent lecture, in which the great pioneer of nuclear physics had dismissed the idea of extracting usable energy from the atom as “moonshine.”

Szilard disagreed. And as the light turned green and he stepped off the curb, the thought arrived in a flash.

What if a single neutron struck a nucleus and caused it to split, releasing two neutrons? Those two could split two more nuclei, releasing four — then eight, sixteen, thirty-two. In a large enough mass of the right material, the process could sustain itself — a chain reaction — and liberate enormous amounts of energy.

He saw it all in that instant: the possibility of limitless power, and the shadow of a weapon unlike anything the world had ever known.

Szilard was not in a laboratory. He was not surrounded by colleagues or equipment. He was simply crossing a London street, a refugee with too much on his mind, when the future opened up in front of him.

He filed a patent within the year and had it kept secret by the British Admiralty. He spent the rest of his life in the aftermath of that crossing — working on the first controlled chain reaction in Chicago in 1942, then becoming one of the most tireless advocates against the use of the weapons he had foreseen. The man who imagined the chain reaction spent decades trying to break it.

The spot where it happened remains utterly ordinary. Buses and taxis still rumble through the intersection. Tourists hurry toward the British Museum. Students cross on their way to Russell Square. There is no plaque. Szilard himself, given how deeply pacifist he became, might not have wanted one.

That feels right. The moment wasn’t grand or ceremonial. It was the kind of quiet, internal shift that happens when a prepared mind meets an ordinary irritation at a traffic light.

The hinges of history are fragile things, and they don’t announce themselves. Enormous consequences — nuclear power, the atomic bomb, the Cold War, decades of arms-control efforts — all trace back to one man’s realization while crossing a rainy London street. And once a thought like that arrives, it doesn’t leave. Szilard carried his for the rest of his life. He understood, earlier than almost anyone, both the dazzling promise and the terrible cost of what he had imagined at that crossing.

I came to this story through Sebastian Mallaby’s The Infinity Machine. It stopped me cold on the page, the way the best historical details do — not because it was dramatic, but because it was so ordinary.

Next time you’re stuck at a pedestrian light on a humid morning, pause for a moment. The light will change. You’ll step forward. But you never really know what might change with you.