This week, AI researcher Leopold Aschenbrenner reportedly lost billions.
That’s not the interesting part.
The interesting part is that he may still be right.
If artificial intelligence becomes one of the greatest technological revolutions in history…
his conviction may eventually be proven correct.
Yet financial markets have a way of teaching us a brutal lesson.
Being right isn’t always enough.
Most people think investing is about being right.
It certainly helps.
But markets aren’t exams.
You don’t receive full marks simply because your thesis is correct.
Markets are battlefields.
And on battlefields…
being right and winning are not always the same thing.
Everyone Has a Plan…
Mike Tyson once said,
“Everyone has a plan until they get punched in the face.”
Traders have a similar saying.
“Plan the trade. Trade the plan.”
Both are good advice.
But every plan assumes the battlefield doesn’t fundamentally change.
Sometimes…
another player changes the battlefield itself.
Conviction Is Powerful, But…
Leopold wasn’t betting on dozens of industries.
He reportedly made a highly concentrated bet on one theme.
Artificial Intelligence.
There’s nothing inherently wrong with concentration.
In fact…
many extraordinary fortunes were built by putting almost all their eggs into one basket.
The challenge is knowing when to protect that basket.
We’ve all heard the saying,
“Don’t put all your eggs in one basket.”
Most people think it’s simply about diversification.
I think there’s another lesson.
Visibility.
When every egg is in one basket…
everyone knows exactly which basket matters most.
Conviction creates concentration.
Concentration creates visibility.
Visibility creates vulnerability.
Because in a zero-sum market…
one participant’s vulnerability often becomes another participant’s opportunity.
It’s not personal.
It’s just incentives.
Whales and Whale Hunters
In investing, a whale is a participant with enough capital to influence the market.
Most of us react to the waves.
Whales can sometimes create them.
But every whale eventually attracts whale hunters.
The bigger and more visible the position…
the greater the incentive for others to take the opposite side.
In nature…
bigger animals attract bigger predators.
Markets aren’t very different.
Individuals vs Systems
This story isn’t really about one investor.
It’s about one individual competing inside a much larger system.
A system of institutions.
Capital.
Technology.
Teams.
Patience.
And competing incentives.
Intelligence can outperform another individual.
But intelligence alone rarely overpowers an entire system.
When Everything Is Going Right
Imagine if Leopold had reduced his position just one week earlier.
Today…
this would probably be a very different story.
That’s the cruel part about investing.
We only know where the top was…
after we’ve already left it behind.
Over the years, one piece of investing wisdom has stayed with me:
“Sell when the times are good.”
Not because you know the top has arrived.
Nobody does.
But because success has a way of convincing us that tomorrow will look just like today.
Perhaps one of the hardest lessons in investing is learning to reduce risk when everything seems to be going right.
The Market Will Humble Us
There is an old saying among traders.
The market will humble us.
Not because the market hates confidence.
But because confidence slowly becomes certainty.
And certainty often creates blind spots.
Perhaps that’s why successful investing has never really been about predicting the future.
It’s about surviving long enough for the future to arrive.
Leopold may still prove right about artificial intelligence.
Time will tell.
But markets have a way of reminding us that being right isn’t enough.
You have to survive until “right” eventually arrives.