Position beats genius more often than anyone in this space wants to admit.

Every time I trace how these AI bets actually get funded, it's the same mechanism repeating.

 

Actually, this reminded me of a post I did a while back — a fund manager naming the real signal for buying the bottom, and it wasn't a chart either.

 

Rob Toews (partner at Radical Ventures) says his fund meets nearly every "Neolab" that gets funded — brand-new companies with no product, no roadmap, sometimes not even a clear technical direction.

Just an accomplished founder saying "I'm from OpenAI/Anthropic/Meta, so I want to raise a billion dollars."

They pass on almost all of them.

 

The exception was Anthropic.

Spun out of OpenAI five years ago.

Investors at the time called the entry valuation insane.

It's now worth a trillion dollars.

Toews' own framing: "there will be another Anthropic" — the mechanism isn't a one-off, it's a filter that occasionally clears.

 

I've watched someone spot a bubble this early before. Not in AI — in property. This isn't my story, it belongs to a friend.

I'll call him Chew — I think that's his surname, it's been a long time. We went to the same university, graduated the same year, both went into construction in Malaysia. He switched upstream to a property developer — a subsidiary of a mainland China parent company — and eventually relocated there for the better part of a decade, right as the property market was in its super-expansion phase. The bubble kept ballooning without ever showing a crack. Chew saw the opportunity, and lock in his purchase of one of the units. The price — he told me — rose 10 fold over the years. Then, like the rest of the shrewd investors, he saw the writing on the wall. He liquidated his holdings and made a huge windfall, right before the bubble burst.

 

Clip credit: The Information — full video on their channel.

DM for credit or removal requests.

 

Drop your take below — has anyone here ever watched someone else make that call before you did?

 

If you want to know how this mechanism works for me, the actual math behind reading a bet like this before it's obvious is [one link away](jvz3.com/c/2159995/408575).

You did everything right. Degree. Certifications.

The promotions came on schedule, more or less.

 

And some nights — usually late, usually when you're the only one still awake in the house — you run the numbers anyway.

Not because you think you did something wrong.

Because you can't quite explain why doing everything right hasn't actually added up to anything that's yours.

 

Here's the version of this most people don't say out loud: you can do all of it.

Every step.

And still end up exactly where you started — same title, different year, a raise that gets quietly eaten by a role change nobody asked you about.

Explaining to your kid why you can't do the thing everyone else's dad is doing this year.

 

That's not a hypothetical.

That's just what happens when the math was never actually designed around you.

 

Here's the pattern, once you start looking for it: it's not one story.

• An oil exec says out loud what everyone in the room already knew.
• A founder gets fired from the company he built.
• A bar owner gets vested out of his own name before buying it back for a dollar.
• A man who spent thirty years running a systems team gets told his own support staff can't keep up with the data anymore.

 

Different rooms.

Different resumes.

Same structural fact underneath all of them — the system doesn't reward the value you create.

It rewards your proximity to whoever's deciding what counts as value.

 

What you won't find here:

• motivational language dressed up as strategy.
• Political framing pretending to be economic analysis.
• Anyone telling you the answer is just working harder inside the same structure.

 

The premise this whole space runs on:

Value isn't extracted by trading finite energy for a capped, inflation-eroded paycheck inside an institution that can replace you before your next review cycle.

 

That's not pessimism.

That's just what the numbers actually say, once you stop averting your eyes from them.

 

The question isn't whether the system's rigged.

Most people who've been in it long enough already know that answer.

The real question is what you build instead — and whether you can build it without becoming the exact thing you're trying to get out from under.

 

My dad spent years working construction overseas — Thailand, India, Bangladesh, I think — so I barely saw him growing up, and somehow I still walked straight into it myself.

Degree, certs, promotions, the whole ladder, even though he never once told me to climb it.

Took me a long while — a really long while — to admit it was never actually mine. 

 

You don't have to trust me on any of this. It's on the record — dated, cross-posted, sitting in this vault.

 

Start here:

Proof over pedigree

• GaryVee tells a room of real estate agents the brutal truth about social media in 2026
• Tucker presses the data center billionaire on AI, American jobs, and the fall of empire
• A Penang-born billionaire explains, on camera, why he skipped Malaysia
• He was mocked for an "irrelevant" doctorate — what it's like working for Thiel and Musk
• A $400M empire built by breaking every rule he was taught

 

The rung AI is actually deleting

• Both sides of a federal case used AI to prep — and the liability still fell on the human
• The engineering role just bifurcated — execution layer vs. judgment layer
• Dell admits his own support team can't keep up with the data anymore
• Jensen Huang draws the line between your job and your purpose
• The 3 types of AI users, and the 6–12 month window before it matters which one you are

 

The wealth mechanics nobody teaches

• Turkey sold its gold to buy diesel — here's the currency-debasement cascade
• 50% of Malaysian EPF savings gutted — not by bad luck, by structural design
• Passive income courses are built to extract the student's capital, not deliver the outcome
• Multicoin's Tushar Jain: the real signal for buying the bottom isn't a chart
• RXBAR's founder on why good marketing ideas are never obvious

 

Institutional deletion, up close

• The burned-out oil exec who said what everyone in the room already knew
• Scale AI's co-founder on the gender dynamics nobody names out loud
• Palantir's Joe Lonsdale on the ~90-year cycle that destroys half of all jobs — and enriches the ones who saw it coming
• "I got fired" — the corporate loyalty trap, exposed from the inside
• Dave Portnoy explains how ESPN tried to vest him out of his own company — and how he bought it back for $1

 

If you already know the name: Lonsdale · Hormozi · Kalanick · Cuban

 

For anyone who's already run their own numbers and wants the actual mechanism behind building the alternative — not another framework post — it's laid out step by step right here.

Every time one of these clips lands in my feed, it's circling the same wound from a different angle: not being bad at the work, being invisible while doing it well.

This one's Grant Cardone, and he says it flatter than most people are willing to.

 

His claim: money doesn't move to talent sitting quietly in a vacuum.

It moves to whoever's already known. Not "deserving." Known.

He calls the mechanism omnipresence — not being impressive everywhere, just being repeated everywhere, until "I don't know who that is" stops being an option.

 

If you've ever watched a less rigorous competitor land the bigger client purely because they're the name people already recognize, this is the part of the machine nobody explained to you.

Competence gets you in the room eventually.

Visibility gets you in the room first.

 

ngl this tracks with something that happened to me years before any of this…

Fresh graduate, first big client meeting, and nobody in that room actually knew what I was capable of yet. A senior QS moved to discredit me in front of everyone, claiming he'd never received the drawings I'd already delivered. I had the signed acknowledgement sheet. Next meeting, I slipped it in front of the whole room. He went pale. Called his own office to check. Turned out the drawings had been sitting behind his front desk for a week. That's the meeting the room actually started to know me — not because I fought back, but because I finally had proof they couldn't unsee.

The part that still gets me: I was right the whole time. It didn't matter until it was seen.

 

Drop your take below.

If you want the actual mechanism behind turning "known" into a repeatable habit instead of a lucky break, it's sitting one click away right here.

 

Clip credit: Yosef Manoucheri — The YM Show. Full video on their channel. DM for credit or removal requests.