“I’m not trying to be the smartest person in the room. I’m trying to be less wrong every day.”
AI • Prediction Markets • Football
Playing the long game.
THE BIGGEST SHIFT IN AI ISN’T BETTER AGENTS. IT’S STOPPING THEM FROM WORKING ALONE.
For years we’ve been obsessed with finding the best AI.
The smartest model.
The biggest context window.
The fastest benchmark.
What if that was the wrong question?
One engineer can outperform another because they have a better team.
Why should AI be any different?
Instead of asking one model to research, write, fact-check and review everything itself…
…give each job to an agent built specifically for it.
Suddenly AI stops acting like an intern.
It starts acting like an organization.
The most interesting AI products aren’t replacing people anymore.
They’re replacing coordination.
Planning.
Hand-offs.
Status updates.
Waiting for someone else’s reply.
The work still gets done.
The meetings disappear.
The future probably won’t belong to one superintelligent agent.
It’ll belong to dozens of specialized ones that know exactly when to ask each other for help.
That’s how companies scale.
Now AI is learning to do the same.
A few more things from that insane England vs Argentina semifinal.
> Messi was still pressing the goalkeeper in the 100th minute.
> He completed 9 successful dribbles, the best single match total at the entire World Cup 2026.
> And somehow people still ask how much he wants this trophy.
Thomas Tuchel after the match:
“Today we played one of our best games, maybe even the best. I have nothing to regret.”
Debatable… but okay.
England were leading until the 85th minute and still managed to lose.
Meanwhile, Polymarket now gives Argentina a 41.6% chance of lifting the World Cup.
One match left.
Spain vs Argentina.
Messi vs one more piece of history.