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How to Build an AI-Native Company in 2026
A practical guide for founders staring at the labor budget
Jun 5
•
Angad Maniyambath
3
3
How Weather Predicts the Future
The forecast on your phone uses an algorithm more sophisticated than any AI product. Here’s how it works — and what AI should steal from it.
Jun 1
•
Angad Maniyambath
2
4
The Loop
Three researchers in three different fields discovered the same thing. Nobody noticed they were saying the same thing.
Mar 18
•
Angad Maniyambath
2
2
51 Years, 11 Checkpoints
We locked the parameters, pressed play, and let 51 years of economic history be the judge.
Mar 18
•
Angad Maniyambath
1
When AI Disagrees With Itself
Multi-model disagreement is the most valuable signal in AI, and almost everyone is throwing it away because they think it's a bug.
Mar 18
•
Angad Maniyambath
1
Most Popular
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How Weather Predicts the Future
Jun 1
•
Angad Maniyambath
2
4
The Loop
Mar 18
•
Angad Maniyambath
2
2
Nothing ever happens
Feb 12
•
Angad Maniyambath
1
The Kalman Economy
Mar 18
•
Angad Maniyambath
1
Recent posts
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The Incomplete Agent
Every AI product shipping today is architecturally shallow. A 50-year-old formula explains why, and what comes next.
Mar 18
•
Angad Maniyambath
1
The Kalman Economy
The 66-year-old algorithm that makes AI analysis stay alive.
Mar 18
•
Angad Maniyambath
1
The Man on the Spot
Why "Insiders" are the heroes of prediction markets.
Mar 17
•
Angad Maniyambath
Inflation, the fiscal cancer.
What it is. What it does. Why you can't see it coming. And the early warning system that changes everything.
Mar 17
•
Angad Maniyambath
The Derivative Delusion: What Derivatives Were Built For vs. What CT Thinks They Are
On the difference between speculation and structure
Feb 20
•
Angad Maniyambath
AI Agents as Market Participants
When Bots Become the Dominant Forecasters
Feb 20
•
Angad Maniyambath
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