An Algorithm Walks Into a Bar: My thoughts on FirstDate.

Somewhere in Singapore this week, a twenty-something civil servant is filling out a questionnaire about her values so that a Nobel Prize–winning algorithm can find her a date.

When I was her age, that sentence would have been science fiction. Now it’s a pilot program.

It’s called FirstDate, and if you’ve seen the Black Mirror episode “Hang the DJ,” you’ve already seen the trailer. In that story, a system pairs people one date at a time, sets the terms and keeps score. FirstDate is gentler and far more sensible. It’s open only to public officers aged 21 to 35, applications close October 5, and nobody knows yet whether it will ever open to everyone else. You sign in with Singpass, the national digital ID Singaporeans use for everything from filing taxes to opening a bank account, describe what you like, how you live and what you believe, and the Gale-Shapley Stable Marriage algorithm, the same math that sorts young doctors into hospitals, hands you one introduction. Afterward, you’re invited to say how it went.

Singapore does what Singapore does

It sees a problem, designs a system, pilots it, and measures the results. And the problem is real. Fewer than 30,000 babies were born here last year, a six-decade low, and the fertility rate slid to 0.87. Nearly nine in ten Singaporean men in their twenties are single. Tokyo built a dating app too. Governments everywhere are reaching for the same toolbox, because the way people used to find each other has quietly stopped working and nobody has worked out what replaces it.

The story isn’t that a government is playing matchmaker. It’s that we’ve arrived at a moment when matchmaking looks like reasonable public infrastructure.

I just scratch my head. Because I remember when the infrastructure was an empty bar stool.

Shower, Shave, Show Up

We met people in places. In bars, in the cereal aisle, in the back of a university lecture hall. A date was a physical event with a physical prep routine: shower, shave, the long negotiation with the bathroom mirror. The question in the mirror was never just am I presentable. It was the harder one underneath: am I desirable, asked of a face that rarely gave a straight answer.

And we had game. Years before Vince Vaughn told Jon Favreau he was “so money” in Swingers, we were rehearsing lines in the car. Could you string together words that connected with a stranger and, with luck, attracted her? You field-tested them in target-rich environments: the nightclub, the bowling alley, the amusement park, the bar. Mostly you failed. You failed in public, in front of your friends, and the next weekend you went back and failed slightly better.

And we danced. Swingers knew this, even if Trent didn’t. Mike spends most of the movie bombing with lines. Then, near the end, he drops the patter, asks Lorraine to dance at the Derby, and the two of them tear up the floor while his friends watch, stunned. And man, could Favreau move. The lines never worked. The dancing did. That was us. You lifted moves off a music video, practiced them alone in your bedroom with the door shut, feeling ridiculous, and then carried them out to a club or a school dance, shy and goofy. The dance floor was a permission slip, the one place a shy kid was allowed to touch a stranger. The moves were just the cover story. The goal was a hand. Then a waist. Then the slow, nervous arithmetic of bringing two bodies closer together.

The dance has since been turned inside out. Teenagers still learn routines in their bedrooms. They just never leave the bedroom. They perform the routine for a phone, post it to strangers, and score it in likes. In Playboy’s 2026 survey of young Americans, a third of young men said porn completely satisfies their sexual desire. The rehearsal has replaced the room. And the hand is the only player left in the game.

Neither the line nor the moves were ever the point. The point was that it all happened in person, inside communities of strangers who, given enough Friday nights, stopped being strangers. The bartender learned your name. The guy in the next lane became the guy you bowled with. The friend of a friend became a friend, or a girlfriend, or occasionally a wife.

I’m not selling nostalgia.¹ Those rooms were loud, drunk, and often cruel, and plenty of women spent those nights fending off assholes who were practicing their game on them. Game itself later curdled into an online pickup-artist industry that taught a generation of men to treat women as locks to be picked. Nobody should want the whole package back.

But something useful died with the bad parts. Those rooms were a practice field. Every clumsy opener was a rep.² You learned to read a face in real time, to recover from a joke that landed wrong, to absorb rejection without making it anyone else’s problem. Playboy’s survey found young people still have the desire; what they lack, it concluded, is “the nerve, privacy or money to act on it.” Nerve isn’t a personality trait.³ It’s built through repetition, and it was built in those places, one failed opener at a time.

The apps didn’t just change where we meet. They took away the place where we learned how to meet.⁴

The Stable Marriage Problem

Gale-Shapley solves a beautifully precise problem. Take two equally sized groups, let each rank the other, and produce pairings no two people would abandon for each other. It assumes both groups show up wanting to pair. It assumes the ranking is the hard part.

Every one of those assumptions is now wobbling, and not just in Singapore. Across much of the developed world, fewer than half of young adults are in a committed relationship. In America, fewer than a third of young singles who say they expect to marry are actually dating. Demographers have started calling it a relationship recession.

Wrong word. A recession is a dip in a cycle, and cycles come back. This one isn’t coming back on its own, because what changed isn’t the appetite. It’s the deal.⁵

The Contract

For most of history, marriage wasn’t a love story. It was a provisioning arrangement with a ceremony attached. The historian Stephanie Coontz has spent a career showing how recent the idea of marrying for love really is.

The terms were simple. He provided money, status, and legal standing. She provided domestic labor and children. And she provided one more thing that never made it into the vows: his social life. She remembered the birthdays. She kept the friendships alive. She made the dinner plans, called his mother, noticed when his oldest friend had gone quiet. A husband’s emotional world was, quite literally, outsourced to his wife.

Then women got the degrees, the jobs, the credit cards, the apartments and the pensions. The stigma around being single evaporated. Women no longer had to marry a man to survive, which meant they no longer had to marry a mediocre one.

The contract was never renegotiated. It simply expired.

The Friendship Recession Was the Canary

Scott Galloway has been ringing this bell for years, and his new book, Notes on Being a Man, rings it loudest. His most damning number: 15 percent of American men now say they have no close friends at all⁶, five times the rate in 1990. His most quoted line is that “there is nothing more dangerous than a lonely, broke young man.”

He’s right, and the line points somewhere he doesn’t always follow. The collapse of male friendship and the collapse of male partnership are the same failure showing up in two places. For generations, a wife was a man’s social infrastructure. Married men live longer and report being happier than single ones; single, childless women do at least as well as married ones. Women build wide circles. Men lean on one person. Lose the person, and you lose the circle.

When the infrastructure walks out, you discover you never built your own.

Partner Is a Business Word

I have been married for ten years — this time — and I have never once called my wife my partner. I won’t. I take a quiet, private pride in the word wife, and a louder public one. It says I chose and was chosen, and that we both stopped shopping. On cheekier evenings, I introduce her as my lover, placing a small bet on the later-that-evening, “keep the light on” gymnastics I hope will occur.

Partner, never. Partner sounds like someone I split the rent and the equity with, someone whose terms come up for annual review, not someone I know will smile in the morning at the tell-tale trail of clothes that leads from the doorway to the kitchen.

Spouse is a legal status; you don’t have to be good at it, you only have to be in it. Partner is borrowed from law firms and joint ventures. A partnership is voluntary, renegotiable and conditional on both sides bringing something to the table. Either party can walk. The sociologist Andrew Cherlin put the shift neatly: marriage used to be the cornerstone of adult life, the thing you built everything else on. Now it’s the capstone, the thing you add once everything else is in place. Cornerstones are load-bearing. Capstones are optional.

Partner is honest about the terms. Wife is a promise about them. The trouble is that for most of history wife also carried the other half of the old contract, the half that made so many women want out.

You can hear the same tension in the grumbling about FirstDate. Online, some critics complained that the age cap shows the program is about birth rates rather than romance. Maybe. But a country planning for its future is supposed to think about births. That’s the job. The complaint really exposes a gap in vocabulary: institutions need spouses, and people are looking for partners.

The two sides of the market aren’t behaving the same way. Among young American singles, 60 percent of men want a relationship, compared with 43 percent of women. Men still want in. Women are asking what’s in it for them.

That isn’t cruelty. It’s due diligence.

Fine. It’s Complicated.

There’s a tidy, empowering version of this story in which women outgrew the old deal, men failed to keep up, and that’s the end of it. It’s partly true. It’s also missing the women it hurts most.

In the American data, marriage rates for college-educated women have barely moved in fifty years. For women without degrees, they’ve collapsed, because the men in their pool got poorer. For millions of women, independence wasn’t a choice. It’s what was left when the pool dried up.

Then pile on the rest. Rent that makes moving in together a financial decision before it’s a romantic one. Phones that turned every idle moment into a private screening. A political gap between young men and young women that, in some countries, has become a canyon.

All real. All tangled together. And only one of them is something a man can do anything about by Friday.

Provide What, Exactly?

Galloway’s prescription for men is a code he calls Protect, Provide, Procreate. It’s earnest, and it isn’t wrong. But provide is a word from the old contract. It assumes a dependent on the other end. When she has her own salary, her own apartment, and her own friends, providing is table stakes⁷.

What’s scarce now isn’t income. It’s the capacity to be good company. To listen without fixing. To carry half the invisible work, the birthdays and the calendar and the noticing. To have friends of your own, so your partner isn’t your entire emotional ecosystem, your therapist, your social secretary, and your emergency contact.

None of that is instinct. It’s learned, and it’s learned the way everything else is: in rooms, with other people, by getting it wrong in front of them. My generation picked it up on dance floors and in parking lots, mostly by accident. The young men in Galloway’s statistics are being asked for all of it with almost none of the practice. You cannot swipe your way to being good company.

How Do We Get More People to Marry?

It’s the question every country with a shrinking birth rate is asking, and Singapore is asking it more seriously than most. But it skips a step. Before people marry, they have to meet. And before they can meet, they need somewhere to do it, and the nerve to walk in.

An algorithm can find you a stable match. It cannot teach you to hold eye contact across a crowded room, ask a stranger to dance, or take a no and still enjoy the rest of the night. Those things are learned in public, in person, in front of other people.

So the investment belongs in rooms.⁸ The dance floor with a decent sound system and a cover charge a 25-year-old can afford. The bowling league. The Thursday quiz night. The running club that finishes at a bar. The places where a drink or two past sensible loosens the jaw, and the same faces turn up week after week until a nod becomes a name.

Every dollar spent there buys something no app can: reps. Confidence formed in public. Game, in the old sense, practiced on real faces. And friendships, which it turns out are built in exactly the same rooms.

Some of that is on cities, landlords, and the people who run bars. The rest is on men. Get off the couch. Shower, shave, show up. And walk in with an answer to the harder question: what do you bring when nobody needs you?

Being needed is a job. Nobody is hiring for the job anymore.

Being wanted was never a job, and it isn’t quite a skill. You can practice everything that gets you into the room. What happens once you’re inside, no algorithm can arrange. You can only become the kind of man who’s there, showered and shaved and paying attention, when it happens.