My son just turned one. He does not know what a transformer is. He understands attention better than most executives I have worked with.
A few weeks ago I was on the floor with him, building a block tower. Stack four blocks, he knocks them down, we both laugh, we do it again. Except I was only half there. My phone was on the carpet next to me, face up, and every few seconds my eyes drifted to it. A flicker. A buzz. The body obeys before the mind notices.
He noticed before I did.
Within ten minutes he had left the blocks and was reaching for the phone. He did not want a game. His father’s eyes kept going there, and he is, like all of us, a creature who learns what matters by watching what the people around him look at.
I put the phone in the other room. We finished the tower. And I kept thinking about it, because it was bigger than a parenting moment. It was a pattern. Once I had a name for it, I saw it everywhere.
The pattern
What you attend to, you amplify. What you amplify, the people around you follow. This is true on a living-room floor and it is true in a company, and the mechanism is the same in both. Attention is a force. It reshapes the thing that receives it and the person who gives it, at the same time, in a loop most of us never see because we are inside it.
William James saw it in 1890. “My experience is what I agree to attend to,” he wrote. The weight sits on agree. There is a transaction in that word. He also called the ability to bring a wandering attention back “the very root of judgment, character, and will.” The root. Everything else grows from there.
Simone Weil got to the same place from a different direction: “Attention is the rarest and purest form of generosity.” She meant it plainly. To give someone your whole attention, with no agenda and no glance at the glowing rectangle in your pocket, is to give them something that cannot be manufactured or scaled. It costs you. You spend it. You do not get it back.
We even say it that way. Paying attention. We borrowed the language of money and did not notice what we were confessing. Attention is a budget. It runs out. Where you spend it may be the most consequential choice you make, because attention is how time turns into meaning. An hour with full attention and an hour with scattered attention are different hours. They leave different memories, different relationships, a different you.
After the block tower I started watching my own. Where do my eyes go first in the morning? What pulls them? How often do I choose where to look, and how often do I follow the brightest thing? The answers were uncomfortable. Most of my attention was being captured. And the things capturing it had been built to capture it.
The paper
In 2017 a team at Google published a paper called “Attention Is All You Need.”
It introduced the transformer, the architecture under every large language model. The core idea is self-attention: each piece of information in a sequence looks at every other piece and decides what matters. What to weight heavily. What to compress. What to ignore.
The title was a technical description. It landed like a prophecy.
Strip out the math and here is what a transformer does. It takes a field of information and decides, through learned weights, what to attend to. What gets high attention shapes the output. What gets low attention is still there, technically, and changes nothing.
That is also how a human mind works. The monks knew it first. Sitting meditation is attention training: notice, resist the urge to react, watch the mind’s own weighting. Lectio divina, the slow repeated reading of one passage, is attention training: each pass surfaces what the last pass compressed. “When you eat, eat; when you walk, walk” is a specification an engineer would recognize.
The paper proved in code what the contemplatives had been saying for centuries. Attention is the mechanism by which raw information becomes understanding. Choosing what to weight is what turns noise into signal. The monks already knew. Vaswani and his colleagues wrote it in Python.
The Monday meeting
I have worked in healthcare technology for years, and I can tell you the moment a company starts to lose its soul. It is the moment the attention shifts.
A leader starts out focused on outcomes. Are patients getting better care? Are the people on the front lines equipped? The numbers they track say so: satisfaction, outcomes, the texture of what users go through. The organization’s attention, pointed by that leader, is on something real.
Then the pressure builds. Board meetings. Quarterly numbers. A new VP who speaks in acronyms. Slowly, and it is always slowly, the attention moves. Response times replace satisfaction. Ticket counts replace outcomes. The dashboard still goes up and to the right, and what it measures has changed. Because what you measure is what you attend to, and what you attend to is what you become, the whole organism moves with it.
I have watched this at three companies. It runs the same way every time. If you want to know what a company cares about, skip the mission statement. Look at what fills the first ten minutes of the Monday meeting. That is the real mission statement.
Attention is a teaching signal. Every time a leader opens with ticket closure rates while the patient’s story waits, the team learns what counts. The people in the room, like my son on the floor, learn what matters by watching what the people above them look at.
Herbert Simon named it in 1971: “A wealth of information creates a poverty of attention.” More dashboards, more channels, more reports, and the attention budget stays the same size. So the leader’s real job is attention stewardship. You point the collective gaze. What you point it at grows. What you point it away from withers, whether you meant it to or not.
Inward
It gets stranger when you turn it around.
When I love something, I attend to it. That is almost a tautology. The second-order effect is less obvious: when I love something, I also stop attending to what threatens or complicates that love. I overweight what agrees with the feeling and underweight what does not. This is how devotion works. It is also how addiction works. Same mechanism. The only difference is what is being attended to, and whether the loop makes your life bigger or smaller.
A person in love sees everything as confirmation. A person full of resentment sees everything as provocation. Both are running a loop that feeds on its own inputs. My attention to my phone shaped my son’s attention to screens. My manager’s attention to metrics shaped the team’s idea of success. We are all shaping each other’s attention, all the time. The only question is whether we know it.
The trade
This brings me to the thing I keep circling, the thing I think about when people ask what it is like to work with AI every day.
When you hand your research to a model, when you type a question and get a synthesized answer in four seconds, and skip the forty minutes with the sources, something happens to your attention. The obvious thing: you save time. The less obvious thing: you lose the experience of not knowing. The sitting with it. The slow build of context that happens when you read three papers that disagree and have to hold the disagreement in your head long enough to form a view.
I use these tools every day. Many of them are extraordinary. And I want to be honest about the trade. Every delegation of attention reshapes the person who delegates. Let an algorithm curate your feed and you lose the accident of finding what you would never have searched for. Let a model draft your emails and you lose the small daily practice of turning your own thoughts into words. That practice, tedious as it is, is one of the ways you find out what you actually think.
Every tool for managing attention changes the shape of your attention. A hammer makes you see things that need hammering. A search engine trains you to think in queries. A language model trains you to think in prompts, and a prompt is a specific kind of thought. It is a thought shaped for handing off. Over time, if you are not careful, that becomes the shape of all your thoughts.
You cannot always choose your situation. Plenty of people have been told to rebuild their work around a technology they did not ask for. The conditions of attention are often imposed. But there is a difference between what you attend to and what you make of it. Viktor Frankl wrote about that from inside a camp, so I will skip the poster version. Two people in the same meeting, given the same information, walk out having attended to different things, because of what they were looking for and what they were afraid of. Same inputs. Different attention. Different person afterward.
The contemplatives built practices for exactly this. Notice where the mind went. Bring it back, gently, again. James called that return the practice of selfhood. It is the oldest technology we have for deciding who we become.
The fork
Here is what I sit with late at night, after my son is asleep and the house is quiet.
Attention can build you up or wear you thin, and the mechanism is identical either way. Deliberate focus, choosing what gets your first and best hours, uses the mechanism to deepen your grip on your own life. Infinite scroll, outsourced judgment, handing your gaze to whatever is loudest, uses the same mechanism to thin it until you are skimming the surface of your own days.
Same architecture. Different weights. Different you.
I called this letter Pattern Engine because patterns are the most important thing we can learn to see. Seeing one does not mean you can master it. It gives you a choice you did not have while you were inside it and blind. Attention comes first because it governs all the others. What you attend to decides which patterns you can see at all.
So before you close this tab. Before the next notification.
Notice what you are attending to right now.
Just notice. Feel where your gaze is pointed. Ask whether that is where you would point it on purpose. Sit with whatever answer comes.
That is the pattern. Everything else follows from there.
Connor