Be First or Be Replaced

A lie-flat flight to Seattle, a line from Margin Call, and the rule I’ve been underweighting in the age of AI.

The first flight on this trip wasn’t supposed to feel like anything. DC to Seattle is a positioning move — a domestic hop you take because the real trip starts after it. But the way my brain works, I can’t just take the flight. I have to solve it. I treat the logistics of planning a trip like a private sport: optimize every leg, find the hidden doors, stack small wins until the whole trip feels like it’s already humming before the passport even gets stamped.

DCA is the perfect place to play that game because it’s basically an airport designed to frustrate you. The perimeter rule keeps most flights short — that’s the point — and even when you can go farther, the runway length keeps the aircraft choices narrow. So when Congress allocates a new beyond-the-perimeter route and an airline gets it, that’s not just “oh cool, a new nonstop.” That’s a weird little crack in the wall. Delta got the DCA–SEA slot, and for reasons that still make me smile, they started running an international-configured 757 on it — lie-flat up front, the kind of cabin they’ll happily sell as Delta One.

Only this one wasn’t labeled Delta One, so the pricing engine never caught up — and suddenly a six-hour lie-flat out of Reagan was sitting there at 32,000 SkyMiles. Thirty-two thousand SkyMiles for a six-hour flight in a lie-flat seat out of Reagan is the kind of thing that makes my whole nervous system relax in that very specific way it does when I’ve found an inefficiency. Not because I’m cheap — I’m not — but because this is my love language with the world: pattern, loophole, execution. Same aircraft going to LAX with the proper Delta One label? Suddenly you’re in a totally different pricing universe. But this one was sitting there like a misprinted bill, and I couldn’t not pick it up.

So I’m on the plane, settled in, that familiar cabin hush around me — not silence, but the soft mechanical steadiness of a big machine doing exactly what it was built to do. The Olympics are about to start, women’s figure skating, and I’ve got a couple hours to burn. I’m in that perfect pre-journey state where my body is calm because the decision is already made, but my mind is lit up because everything feels open. And a friend — one of those people whose taste I actually trust — had recently given me shit for not having seen Margin Call. All-star cast. Tight film. “How have you not watched this?” with genuine disbelief, like I’d somehow missed a core cultural text for anyone who’s ever thought seriously about power, incentives, and the way smart people talk themselves into the unthinkable.

So I finally hit play.

And what I didn’t expect — what I absolutely did not expect — was that somewhere over the middle of the country, lying flat in a seat I basically stole from the algorithm, a scene I’d never seen would grab me by the collar and bring new meaning to the rest of this entire world trip. Not because it was a “good quote” or a memeable line. Because it was the hinge of the whole movie: the moment where the CEO walks into the room, looks at the smartest people in the building, and names the real rule of the game so cleanly it’s almost offensive. The kind of line that doesn’t feel like dialogue — it feels like someone finally saying the quiet part out loud.

The Part I Underweighted

When Jeremy Irons delivers that line — “There are three ways to make a living in this business: be first; be smarter; or cheat” — he doesn’t raise his voice. He doesn’t dramatize it. He says it like he’s reciting a rule that existed long before any of them were born and will continue long after they’re gone. It isn’t inspirational. It isn’t cynical. It’s structural. And somewhere over the Rockies, I felt something uncomfortable click into place, because I realized I’ve spent my entire adult life building myself around two-thirds of that equation while quietly ignoring the part that actually determines who survives inflection points.

Cheating to get ahead at work has never been my move. Not because I view myself as morally superior, but because I understand incentives. I have what I call the Orange Jumpsuit Rule. I don’t think I’d look good in one. I certainly don’t want to test how I’d look in one. More importantly, I understand that even in environments where the rules are technically bendable, reputation is the only currency that compounds across decades. You can win once by exploiting someone. You cannot build a life that way. Business memory is long. The ledger doesn’t reset just because the paperwork was compliant. So cheating has always been off the table for me, both strategically and ethically.

Which leaves two paths: be smarter, or be first.

I defaulted to be smarter without even recognizing I was making a choice. Informational advantage became my operating system. Study more. Read deeper. Understand the mechanics. Know the footnotes. Walk into the room having already mapped the terrain so that when the discussion begins, you’re not reacting — you’re guiding. That posture has served me well. It’s how you build credibility. It’s how you accumulate authority in institutions that reward preparedness and precision. In stable systems, intelligence compounds beautifully. If the board isn’t moving, the player who calculates better wins more often than not. It’s clean. It’s rational. It feels fair.

But what struck me in that scene wasn’t the celebration of intelligence. It was the quiet acknowledgment that intelligence has a ceiling when the environment itself is shifting. Being smarter still requires time — time to process, time to confirm, time to validate assumptions. Even if you move quickly, you still move after you’re convinced. And in a period of rapid change, conviction is a luxury that often arrives too late.

Being first, on the other hand, is not about perfect analysis. It’s about directional clarity under uncertainty. It’s about recognizing the smoke before you can diagram the fire. It’s about understanding that in moments of structural transition, velocity beats elegance. The smartest person in the room who waits to confirm every variable can lose to the merely decisive person who reads the trajectory correctly and moves.

That was the rule I had underweighted.

It isn’t that I didn’t understand it abstractly. It’s that I never internalized it as central. I believed that if I remained sharper than the room — more informed, more analytically rigorous, more strategically literate — I would always have time. Time to adjust. Time to pivot. Time to outthink whatever changed.

But the line from Margin Call isn’t about outthinking the crisis. It’s about outpacing it.

And as I lay there, staring at the cabin ceiling, I had the uncomfortable recognition that I’ve been optimizing for being right in a world that may now reward being early far more aggressively than being precise.

That realization isn’t panic. It’s clarity.

And clarity changes how you see everything that comes after it.

“If You’re Not First, You’re Last” (Kind Of)

Yes, I’m about to quote Talladega Nights in the same essay as Margin Call. That alone tells you something about how my brain works.

“If you’re not first, you’re last.”

It’s played for laughs, obviously. But like most jokes that stick around, it contains an uncomfortable sliver of truth. In markets where there are multiple winners, being smart is often enough. You can arrive slightly later with better analysis, better execution, and still carve out meaningful ground. But in scarcity environments — where there’s one dominant platform, one prevailing model, one narrative that sets the terms — first place captures an outsized share of the upside. The rest fight over the margins.

And Jeremy Irons’ character makes this even clearer in that same speech. He explains that the reason he sits in that chair, the reason he’s paid what he’s paid, is not because he’s the most technically proficient person in the building. It’s because he’s paid to guess what happens next — in a week, in a month, in a year. That’s the job. Directional clarity under uncertainty. And if those guesses are wrong, if he misreads the trajectory and bets the firm on the wrong horse, it doesn’t matter how intelligent the analysis was. It’s over.

Being first only works if you’re directionally correct.

Being early and wrong isn’t visionary. It’s expensive embarrassment.

But here’s the part that matters: the game he’s describing isn’t about perfect information. It’s about acting before everyone else has finished convincing themselves. It’s about recognizing inflection points while they’re still deniable.

Which brings us to AI.

The Hurricane Offshore

Once you internalize that timing outranks intelligence during structural shifts, you start looking around and asking a far more uncomfortable question: what exactly is shifting right now?

For most of my career, the environment felt competitive but legible. Markets moved. Technologies evolved. Platforms rose and fell. But the underlying rules of white-collar work remained stable. You gathered information, synthesized it better than the next person, communicated it clearly, and positioned yourself as the one who could see around corners. The leverage came from scarcity — scarcity of data, scarcity of analysis, scarcity of insight.

Artificial intelligence obliterates scarcity.

Not in theory. In practice. In real time.

We are watching intelligence — or at least the functional output of intelligence — become abundant. Drafting, summarizing, coding, modeling, designing, researching, synthesizing — tasks that once justified entire career tracks can now be performed at near-zero marginal cost by systems that improve monthly. Not annually. Monthly.

If you spend time around what Nate Silver calls “the River” — the bettors, the founders, the capital allocators, the people who live probabilistically — the mood isn’t casual curiosity. It’s reorganization. It’s portfolio shifts. It’s quiet rewrites of operating assumptions. They don’t talk about AI as a tool; they talk about it as infrastructure. The same way electricity wasn’t “a cool add-on” to factories — it restructured the factory.

The River smells the storm early because they’re paid to smell storms.

The Village does not.

The Village — the credentialed elite, the ladder climbers, the institutionally rewarded — built their success inside systems that prized risk management over velocity. They rose by being competent, predictable, compliant with norms, fluent in process. They learned to move when consensus allowed movement. They learned that premature action was career suicide. They learned that credibility was accumulated by not overreaching.

And that training works beautifully in stable climates.

It does not work in hurricanes.

Right now, the Village is debating AI policies. Drafting guidelines. Forming committees. Treating it like a compliance issue to be sandboxed. They are, at best, viewing it as a productivity layer on top of existing roles. At worst, they are convincing themselves it will plateau before it meaningfully alters their rung on the ladder.

The radar shows a small swirl offshore. The pressure is dropping. The water is hot.

The River sees a Category 5 forming.

This is not an indictment of intelligence. Many of the people in the Village are extraordinarily smart. That’s not the variable. The variable is risk tolerance. The River has been conditioned to act on probability distributions. The Village has been conditioned to wait for institutional confirmation.

And here is the ominous part: institutional confirmation is the last signal you receive before the storm has already made landfall.

When electricity spread, factories that hesitated did not get a memo from a committee telling them it was time. When the internet reorganized media, newspapers didn’t get a grace period because they had prestigious mastheads. When mobile platforms restructured commerce, retail chains didn’t survive on the strength of their brand equity alone.

Structural shifts are ruthless. They do not negotiate with resumes.

What unsettles me — and what makes that line from Margin Call echo louder the more I think about it — is that intelligence is becoming table stakes. In a world where AI can perform baseline cognitive labor, being “the smart one” is no longer a durable moat. It’s the minimum buy-in to play.

If intelligence is abundant, what becomes scarce?

Speed.

Originality.

Taste.

Network.

Capital.

Courage.

The willingness to move before you’re fully comfortable.

And this is where the hurricane metaphor stops being abstract for me. Because I can feel how easy it would be to remain in the Village mindset — to continue refining, studying, analyzing, writing white papers about the implications of AI while quietly assuming the core structure of my world will remain intact long enough for me to adapt at leisure.

But that assumption is a bet.

And the River is already placing different bets.

The storm hasn’t hit the shoreline yet. But the pressure has changed. You can feel it if you’re paying attention — in hiring freezes disguised as “efficiency,” in junior roles quietly evaporating, in companies boasting about productivity gains that would have required entire teams two years ago.

The Village is still debating whether it needs to buy an umbrella.

The River has already evacuated inland.

Millennials Built for a Stable World

If you’re roughly my age — elder Millennial, old enough to remember dial-up but young enough to have built a career on broadband — you were trained for a very particular version of the world.

We were told that the path was linear if we played it correctly. Go to the right school. Intern at the right places. Accumulate the right credentials. Land at the right firm. Work hard. Build expertise. Climb deliberately. The reward structure was clear: intelligence plus discipline equals upward mobility. It might not be glamorous, but it was legible. There was a staircase. You just had to keep climbing.

And to be fair, it worked. We watched Boomers retire with pensions and Gen X build equity in companies that grew steadily over decades. We internalized the lesson that stability was not only possible but preferable. Risk was for entrepreneurs and outliers. The rest of us could compound.

We optimized accordingly.

We built resumes like investment portfolios. We diversified experiences. We curated LinkedIn profiles that signaled competence without volatility. We learned to speak fluent institutional. We learned how to survive reorganizations, how to read the politics of a room, how to extract incremental gains without blowing up the table. We were not reckless. We were strategic.

The problem is that we were trained in a climate that assumed gradual change.

AI is not gradual.

This is the part that feels ominous when you say it out loud: the very traits that helped our generation succeed inside institutions may now be the traits that slow us down when institutions themselves are destabilizing. We were rewarded for being careful, for being prepared, for being right. We were not rewarded for moving before consensus formed.

But structural shifts do not wait for consensus.

When I asked a close friend — one of the smartest people I know, someone who has held roles that look impressive even in a room full of impressive resumes — whether I was overthinking AI, she didn’t laugh. She didn’t tell me to relax. She told me she’s been watching this curve for six years. Then she casually mentioned she had just secured Italian citizenship.

Not because she plans to flee tomorrow. Not because she’s panicking.

Optionality.

That word landed differently than the movie quote. It wasn’t dramatic. It was quiet. Strategic. A second passport is not a reaction; it’s an acknowledgment that you don’t want to be geographically or economically trapped if the ground shifts faster than expected.

That’s River behavior.

And when someone that intelligent — someone who could easily remain comfortable in the Village — makes a move like that, it’s hard to dismiss the storm as theoretical.

The uncomfortable truth for Millennials is that many of us have our identity tied up in being “the capable one.” The one who figured it out. The one who navigated the maze correctly. We survived the Great Recession. We paid our dues. We climbed into roles that finally feel stable.

And now the game board itself is wobbling.

If intelligence is no longer scarce, what exactly are we selling? If junior labor can be automated, how does the next layer of expertise even get built? If companies can generate output at multiples of prior productivity, how many mid-level roles quietly become redundant before anyone says it out loud?

This is not a moral panic. It’s pattern recognition.

And the pattern suggests that waiting to see “how it plays out” is itself a wager — one that assumes the staircase we climbed will still exist in recognizable form five years from now.

Maybe it will.

But if it doesn’t, being smart about yesterday’s system won’t matter nearly as much as having moved early toward tomorrow’s.

The Retreat Begins

Seattle is not the destination. It’s the first marker on the map.

This entire trip — the annual westbound lap around the planet — isn’t tourism. It’s retreat. Not in the spa sense. In the recalibration sense. I leave the gravitational field of my normal life on purpose because I need distance to see clearly. Motion reorganizes my thinking. When I’m moving across time zones, the noise drops. The scripts I run at home lose their grip. I can hear myself better.

And this year, the realization hit before I even crossed the Pacific.

That line from Margin Call didn’t just linger as a clever quote. It reframed the lens I’m using for the rest of this trip. Because if the rule I’ve been underweighting is timing — if being first in structural shifts outranks being merely informed — then this isn’t a philosophical observation. It’s an instruction.

I didn’t board that plane thinking, “This is the year I rethink my operating system.” I boarded thinking about routes, about efficiency, about stacking advantages the way I always do. But somewhere between DCA and the Cascades, I understood that optimizing inside the current game is not the same as preparing for the next one.

That distinction is enormous.

This trip has always been about understanding the world — seeing how other places organize themselves, how power operates outside the American bubble, how different cultures respond to risk, to technology, to change. But if I’m honest, it’s just as much about understanding myself. Who I am without the routines. Who I am without the meetings. Who I am when I’m not performing competence inside the Village.

And now there’s a new question layered on top of that annual ritual: if the hurricane is offshore, what does being first look like for me?

Not abstractly. Not as a hot take. As a strategy.

Because once you accept that intelligence alone is no longer insulation, you have to decide whether you’re going to reposition early or wait to see how much damage the storm does before you move. Waiting feels safe. It always has. That’s the Village instinct. Refine the resume. Strengthen the network. Add another layer of credibility.

But this realization makes something else feel truer: credibility in a shrinking system is not the same thing as leverage in an expanding one.

So this first stop of the trip feels different. Not dramatic. Not panicked. But charged. Like the opening move of a longer game where the stakes are higher than incremental improvement. I don’t yet have every answer. I don’t have a tidy roadmap to present. But I do know this in a way I didn’t know it before takeoff: I cannot treat this era as another cycle to analyze.

This retreat is about clarity.

And clarity demands movement.

If the three ways to make a living are to be first, be smarter, or cheat — and cheating is off the table — then being merely smarter is no longer sufficient. Not in a world where intelligence itself is being industrialized.

So the rest of this trip isn’t just sightseeing. It’s reconnaissance. It’s self-audit. It’s pressure-testing the parts of my identity that were built for a slower world. It’s asking what I would build if I assumed acceleration instead of stability. It’s deciding where I want to place bets before consensus blesses them.

This is stop one.

The lap has just begun.

And the realization that hit me at 35,000 feet is not a passing thought. It’s the rule I’m carrying with me into every city that comes next.

—David