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#201 - Some Rooms Make The Math Unfair

A few weeks ago, on a Thursday night, I sat in front of a crowd in Singapore, sweating bullets.

In front of me were 40 chairs in tidy rows, all facing the front of the room. In those chairs sat 40 people, most of them tired after a long day, and week.

I'd just moderated a 30-minute panel with two members of the TalentStories community: Swarnima Korde, from Mistral AI, and JJ Ghatak, founder of OnLoop.

The talk, titled, "What the #%$&?! is going on out there?", was designed to generate insight, and to model the level of depth and candor we hoped to produce in the crowd.

After all, we still had two more hours of event to run. And now it was time to turn the room over to the 40 attendees. The panel was just a teaser; the real "event" would be small group breakouts.

But to do it, we had to make the chairs -- literally -- face one another, not the stage.

And for all the design and planning involved, it was that pivot -- from stage to circles -- that had me freaked me out. 😬

Forty chairs in rows with people in them had to flip to eight circles of five, fast. In a room that wasn’t big enough to start with.

So I braced for that awkward moment: the one where people get up and mill around to find their group. They go to their phones, the energy sags -- they go home.

Only it didn’t happen.

On the contrary. The chairs flipped, and two minutes later, the circles were tight. People were leaned in. The volume in the room doubled.

They weren’t just willing to move those chairs. They were dying to.

And then the night just kept going. And going.

Two hours later, the venue had to kick us out. At 9:15pm. School night, kids at home, work in the morning? Nobody seemed to care, much less want to leave.

Something happened in that room that night. The question today is: why?

Why the room worked

That night exposed something more fundamental than an event: people want and need to talk about this stuff. About the doubts, the wins, the pivots, and the messiness. That if you give them space, permission and modelled vulnerability -- they will.

The problem is, our default work spaces -- offices, LinkedIn feeds, conferences, alumni networks -- aren't built to hold the actual messiness of a career in 2026. They're fine for what they are. They're just not enough.

But now we have the chance to build new ones. Spaces we can lean on for support, growth, and clarity. The event was just small, lived proof of what can happen when you do.

And it didn't click because of planning, or because the speakers were great (even though they were). It worked because of something that happened before any of us walked in:

About 80% of the people in the audience arrived through this newsletter. Another 15% were people invited by TalentStories readers.

Some had been reading for weeks. Others for longer. But they'd opted in to a specific conversation -- about work, modern careers, decentralization, smart bets. And just as key, into a way of having that conversation, as reflected in the vibe of these pages, and in the WhatsApp group.

So by the time we got to the room, we were pre-aligned: on what was worth talking about, and a way of talking about it.

We had shared language, a shared frame, and shared curiosity. There was a shorthand. It explains why 40 strangers found their way into tight circles and started humming inside of two minutes.

Most communities skip this part. They put people in a chat or a room and expect connection to spontaneously combust. Sometimes it does. Usually, it doesn't. Without a shared grounding, you're more apt to get a multi-dimensional contact list, than actual connection.

And it's not complex, by the way. It's just editorial: curating the audience by putting out a specific signal, week after week, and seeing who tunes in, and sticks around.

Where the math gets unfair

What makes all this more interesting though -- and relevant to our careers -- is the math involved.

If you'll scooch on back to high school with me, you might remember: linear functions are additive; but exponential functions are multiplicative. And it's the multiplying that makes exponential functions hockey stick the way they do:
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Networking can feel additive: add one contact, then another, then another. Good rooms, though, are closer to multiplicative, because everybody arrives with shared context. There's a foundation of trust and language. So leverage moves faster, with less friction.

All to say: if you show up, in the right room, with the right people, the math can become unfair in your favor. Career luck can compound.

Put another way: you don’t need to network universally. You want to find the rooms where the people most likely to share your frame already are -- and show up there.

You don't even have to be the loudest person in the room. Most of the 80 people in our global WhatsApp community don't post. They read, and lurk. They DM. But they belong. And by opting in -- by showing up in the right room -- they take advantage of the math.

Andy asked the room

That Thursday-night event is one kind of multiplicative math. Here's another example:

A few months ago, a member of the WhatsApp community -- I'll call him Andy -- pinged the group with an ask: he was in an interview cycle, and needed advice. Would anybody be down to chat?

A few folks replied and offered to hop on a call. One of them was a community member I'll call Nancy.

During their call, Nancy listened and shared advice and perspective. She also got to know Andy's background, and at some point she said something along the lines of: your experience is great; would you be open to exploring a role I'm hiring for on my team?

Andy said yes; an interview process ensued, and it led to a job offer.

As it happened, Andy turned it down, and took a different role at a different company.

But that story is luck surface area -- amplified, because it played out in a room. Luck surface area, which we explored in issue #198, says that the more you do, and the more you tell people about it, the more opportunity finds you.

The advice is to share more, and show your work in public. And it is very sound advice.

But some people aren't suited to it; others can't do it: job huggers can't say they're looking. Career remixers often lack the language to articulate what's next.

A curated room solves for that. You can be visible without being public. You can ask without performing. Andy didn't post on LinkedIn. He didn't speak at a conference. He asked a semi-private room of people who'd already opted into the same conversation.

And in the right room, luck surface area accelerates. A room is denser, and has more surface. The people in it are more aligned. Opportunity collides faster, and more often. There are more ricochets, and they're more likely to land somewhere useful.

Andy asked the room. The room produced Nancy. Nancy produced an offer. The offer produced optionality and leverage for Andy. The room did all the sorting.

Bet wisely

It's worth revisiting how we got here. Recalling that the old containers that used to provided us with meaning, belonging, and purpose were the first to fray: bowling leagues, churches, unions, kampongs.

As they did, we turned to the one realm we still spent time in, and asked it to pick up the slack:
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"Work! Give us meaning and purpose and connection and belonging!".

Work, it turns out, was never built for that. It was like asking a toaster over to make you a salad.

Sure enough, the 10-year runs, the idea your colleagues were your family, the organizations meant to provide you belonging -- are fraying too. Have been for decades, not years.

The bad news is we're left looking for new containers. The good news is we get to build them.

What's more, you're already doing it.

You're already re-allocating your trust, attention, time, belonging and identity, to new rooms: to WhatsApp groups, Substacks, and running clubs. To standing dinners, monthly calls, and Fantasy Football chats.

The question isn't whether to spread your bets across rooms. You already are. The decentralization is happening in real time.

The question is which ones? And how deliberately are you doing it?

A good room has shared language, trust, and motion. Motion, as in, you leave with something you didn’t walk in with: an idea, an intro, a better question, more courage, more lift.

This does not mean, by the way, that every room has to turn you into a gosh darn superhero. Some stretch you, sure; but others nourish or entertain; some do all of it.

The important thing is to be greedy, and bet well with our time, trust and attention. To look at the rooms we're in, and the ones we could be in, and ask:

What, and who, energizes me? Where does my effort get returned without feeling like a lift? Where does the math compound in my favor?

In our unmoored, decentralized, network-driven world, the question isn't just how many people you reach, but how many you know well enough to reach back.

Thanks for reading and exploring with me. Have a great end of the week. 🙏

Aki

P.S. If you're in Singapore on Thurs, June 4: we're doing another TalentStories community event! Same format: brief speakers to anchor our conversation, then we flip the chairs into circles for peer discussion. If you're curious, hit reply.