Ego is articulate. It will construct a story in which its ambition and your genuine ambition are the same thing. It will make wanting to be seen as someone who changed the world feel like actually wanting to change the world.
I listened to Demis Hassabis recently and something about it unsettled me. Here is a man who changed the trajectory of humanity, who built something that will outlast him by centuries. And my immediate reaction was not "look at what's possible." It was "I want that."
I had an immediate desire to do something great, but desire without examination pulls you, a pull that may lead you to build your entire life on top of an assumption. This pull can come from genuine conviction, from a real sense that you have something to contribute and that contributing it matters. Or it can come from ego, and the desire to be seen as someone who matters.
I've moved to San Francisco to build a company and orient my entire life around a particular kind of ambition. I used to think the responsible thing was to figure out what drove me before I did anything. To sit with the question long enough that I could answer it cleanly. To make sure I wasn't building my life on top of a lie.
That turns out to be its own trap.
Take this essay, for example. There is a version of me writing because I want to think clearly about my own life. But there's another side of me that wants you to think I'm interesting, thoughtful, and that I know what I'm talking about. Those two versions are sitting in the same chair right now and I cannot fully separate them.
So I stopped trying.
Ego doesn't disappear because you noticed it. It will keep constructing the story. It will keep making wanting to be seen as someone who changed the world feel identical to actually wanting to change the world. And the only thing you can do is to keep interrogating the story you're telling yourself. Ask why a particular ambition is so conveniently flattering, and notice when ambition and recognition have a suspicious amount of overlap. You can't lose your ego. But you can learn to recognize its voice.
Technology has always been about bringing information closer to you.
For most of human existence, information was separated by distance and time. A letter carried by horse across a continent took weeks to arrive. The information existed, but it wasn't with you. Then – over the course of a century – the gap between you and information eroded from weeks, to minutes, to seconds. Each leap made information closer to you, and easier to access.
The personal computer gave its users access to the internet, the iPhone put Google in your pocket, and now AI can tell you anything without you needing to find it. Limitless information in the palm of your hand.
The gap between you and information is thin and nearly instant, but it's still there. The thing between you and truly instant information is having to ask.
AI is starting to change this. It's now possible to create interfaces that dynamically adapt to a user's needs. It's also making existing software faster, smarter, and more personalized. And at the intersection with hardware, augmented reality devices and wearables are betting that the more context AI has, the better it can serve you.
Every leap of improvement had a dead simple value that a normal person could feel immediately. Cell phones let you call anyone from anywhere. The iPhone put the internet in your pocket. Instagram let you share your life easily. AI agents are a shift from information to ability. You're not just getting answers faster. You are getting things done by delegating a task to another intelligence. A software engineer today can write code at a speed that would have been unimaginable five years ago, and a founder can compress weeks of research into a matter of messages.
But these leaps of improvement are for specific kinds of people in certain scenarios. This isn't a mass-adopted improvement. Your morning routine is still the same and most of the apps you use haven't changed. The technology exists, but it hasn't changed your life.
This is not a criticism, it is just where we are. And understanding where we are is the only way to understand what comes next.
Logically, the next leap is a system that doesn't need you to ask. Where information is simply there; what you need to know, when you need to know it, before you even knew you needed it.
Throughout the day, you're surrounded by a vast amount of information, most of which is not relevant to your life. Take the weather: if you want to know what to wear, you open your phone, find the app, and scroll through the forecast. Instead, imagine waking up and simply knowing the weather, with recommended attire already waiting.
As you go through your day, information finds you before you reach for it. A thought half-formed in your mind already has a response waiting, and a conversation you're about to have already has context prepared. Work, relationships, decisions — all of it becomes informed by a system that knows your life better than you do, and it's always thinking two steps ahead.
Artificial intelligence could eventually make this possible. But we're not there yet.
The problem isn't the models, the problem is the systems. It doesn't know you well enough, and it can't process context faster than you. To remove the information gap, the system needs a complete sensory context of your entire life. Not some of it. All of it. Because without it there's too much room for guesswork and mistakes. This is a fundamentally different, and much harder problem than simply answering your question quickly.
The hardware attempts are reaching for this. Glasses and pins that can see and hear everything around you give AI a kind of context no app ever could — not just what you type or search, but what you see, hear, and experience in real time.
But even after making this, there is a fundamental limit to how close information can get to you before it stops serving you and starts replacing you.
Sure, glasses could project information into your field of vision, they could tell you exactly what to say. But if you're on a date and this system is feeding you perfect compliments and talking points, it's not you anymore.
If the system knows you completely — your patterns, your preferences, your tendencies, the way you think — whose version of you is it actually serving? A system that knows you better than you know yourself has enormous power to shape who you are. With every recommendation it makes and every piece of information it surfaces (or withholds), it silently shapes the person you become.
At some point the line between enhancement and substitution disappears. And that line is not a technical problem. It is a human one, and it may be the most important design problem of humanity.
Technology will always continue to bring information closer to you. Beyond glasses we may see smart contacts, and eventually brain chips. But somewhere along that road, the balance between a system that knows you and a system that becomes you will need to be found. That problem has not been solved yet.
The vision is not wrong. The timing is just not right.
What needs to change is not the ambition, it is the foundation. The models need to hold not just a conversation but the full context of a human life. The systems need to know you the way someone who has spent years with you knows you. None of that exists yet at the level this vision requires.
But the direction is clear. And these things have a way of arriving faster than anyone expects.
When it finally lands, you will not need anyone to explain it to you. You will not need a review or a demo or a keynote. You will simply feel it.
Like every great leap before it.
For billions of years, life evolved without any awareness of itself. Then, something happened that as far as we know had never happened anywhere in the universe before. A species developed language. Then art. Then culture. Then the capacity to look at the cosmos and ask what it was looking back at.
We called ourselves intelligent, and we were right to. For all of recorded history, intelligence was the thing that separated us from everything else. Not strength. Not speed. Not size. Intelligence. The ability to reason, to abstract, to imagine something that didn't exist yet and then make it real.
That was ours. Completely and only ours.
Until it wasn't.
One by one, the things we used to point to as proof of our intelligence stopped being uniquely human. Something started playing chess better than us. Then Go. Then diagnosing cancer faster than our best doctors. Then writing code, passing bar exams, composing music, generating images indistinguishable from photographs. Not simulating intelligence, performing it.
Most people, when they encounter this fact, reach for the economic frame. Jobs. Displacement. Which industries survive. That's a real conversation, but I think it's the wrong one to start with, because it treats what's happening as primarily a labor problem, when what's actually at stake runs much deeper than that.
The real problem is a value problem.
Not value in the financial sense. Value in the foundational sense: what matters, and why. For all of human history, our intelligence was one of the primary things that made us matter; to each other, to our communities, to ourselves. The farmer's judgment about the land mattered. The craftsman's knowledge mattered. The doctor's reasoning, the lawyer's argument, the engineer's intuition, all mattered because they were irreplaceable. Because no one and nothing else could do what a thinking human being could do.
AI doesn't just compete with our labor. It competes with that. With the premise that human thought is valuable because it is rare, because it is ours, because nothing else can replicate it.
When that premise erodes, something quiet but enormous shifts: the things we built our sense of mattering around stop being uniquely ours.
To understand what comes next, you have to think carefully about where meaning actually comes from.
Every tool in human history changed what we struggled with, not whether we struggled. The tractor didn't replace the farmer. It replaced the ox. The farmer still had to farm, to make decisions, to read the land, to carry the weight of a bad season. The typewriter didn't write the novel. It just stopped the writer's hand from cramping. The calculator didn't do the mathematician's thinking. It freed the mathematician for harder thinking.
Notice the pattern: every tool we ever built took something off our plate. The cognitive act remained ours by default. Not because we designed it that way, but because we had no other option.
That has changed.
Consider two people who both want to learn to draw. The first spends six months doing it the hard way. Bad sketches in the beginning. Frustrated attempts to get proportions right. Gradual, almost imperceptible improvement until one day something clicks and the hand starts doing what the eye sees. The second opens an app, types a description, and has a finished image in eleven seconds.
Both end up with a picture. Only one ends up with something else: a capability they didn't have before, a patience they had to build, a specific memory of the moment it finally worked. A relationship to the craft that belongs entirely to them.
The picture was never the point. It was evidence that a process had occurred. And it's the process — the lived experience of struggling toward something, failing, adjusting, continuing — that produces what we call meaning. Meaning is the feeling that your life is connected to something that matters. And the connection isn't made at the finish line. It's made in the distance between who you were when you started and who you had to become to finish.
Remove the distance, and you haven't just changed the method. You've severed the connection.
AI, unlike every tool before it, can remove that distance completely. It doesn't just take physical labor off your plate, it takes the cognitive act, the creative choice, the reasoning itself, and performs it faster and often better than you could. Which means, for the first time, the struggle is optional. And when something that was once mandatory becomes optional, most people stop choosing it.
Here is where most people stop the argument, and I think that's a mistake, because the strongest counter isn't "people will find new tools to use." It's something harder to dismiss.
The counter argument goes like this: humans always adapt. Every prior disruption that was supposed to make us obsolete instead forced us to evolve upward. The industrial revolution didn't kill human purpose, it redirected it. The internet didn't destroy meaningful work, it created entire categories of it that didn't exist before. Maybe AI is the same, maybe it just forces everyone to become more creative, more human, more irreducibly themselves. Or they fall behind.
This is actually a compelling argument. There's something true in it: forced adaptation has historically produced the most interesting human evolution.
But it rests on one assumption that I think is worth interrogating carefully: that survival still requires contribution.
Now we enter speculative territory. What follows is not a prediction. It's a stress test of the most optimistic version of the counter-argument.
If AI displaces enough labor, the pressure for some form of universal basic income becomes enormous. Governments, under pressure to keep societies functional, guarantee a baseline. Survival is decoupled from contribution.
And the moment that happens, the forcing function disappears.
The adaptation argument only works because the alternative to adapting is suffering. It works because there are stakes. Remove the stakes, and you haven't solved the problem, you've dissolved the last external pressure that might have pushed people toward growth.
But here's what I think is the part of this that doesn't get said: the thing UBI would actually destroy isn't jobs. It isn't income. It's purpose.
Purpose is what you do in service of what matters. It's inherently forward-looking and the answer to the question of what you're actually here to do. And for most of human history, purpose was downstream of necessity. You had to build something, grow something, provide something. That necessity was often brutal and unjust. But it also, incidentally, handed billions of people a direction without them ever having to consciously choose one. The structure of survival gave life structure.
Remove that structure, and purpose doesn't come with the check. It has to be constructed by people who have never had to do that before, in a world that is no longer giving them any external signal about what to aim at.
That is an enormous ask. And most people, given total freedom and no pressure, will not meet it. Not because they're incapable. Because no one ever taught them how. Because for all of recorded history, they never had to.
So here is where we actually are.
For the first time in history, all three of the things that structured human life from the inside — what matters, what we do in service of it, and the felt sense that our lives are connected to it — are simultaneously under pressure, from the same source, in the same moment.
Value: the premise that human thought matters because it is rare is eroding in real time. You have to decide what matters to you when the world is no longer confirming it by making your intelligence necessary.
Purpose: the external structures that handed people direction without them asking for it are being removed. You have to decide what you are going to do in service of what matters, with no necessity forcing your hand.
Meaning: the connection between your life and what matters is no longer built by default through the daily friction of having to struggle toward things. You have to build it yourself, consciously, every time, by choosing the process over the shortcut.
This has never been asked of an entire generation at once before.
Every generation before us had at least one of these handed to them by circumstance. The farmer knew what mattered: survival, and knew what to do: farm, and found meaning in the doing whether or not they ever thought about it philosophically. The stakes were real and the direction was given and the connection was made through the necessity of showing up.
We are the first generation for whom all three require a choice.
The people who survive what comes next will not be the ones who waited to see where things settled. They will be the ones who looked at total freedom, with no necessity, no forcing function, no external signal telling them what to aim at, and chose anyway. Who decided what mattered to them and built their life around it. Who found something worth doing in service of it and did it even when the easier version was one click away. Who chose the process over the output, the struggle over the shortcut, the road over the destination.
Not because they had to.
Because they understood that the choosing was the point.
That is the highest demand ever placed on a human being. And for the first time in history, it is being placed on all of us, at once, right now.
The question is not whether AI changes everything. It does. The question is what you decide that means for how you live, and whether you are willing to make that decision consciously, before the world makes it for you by default.
That choice is now the work.
And for the first time in history, it belongs entirely to you.