About

Most thought leaders simulate crisis through models.

I’ve lived inside them—and extracted operating leverage from the experience.

Expulsion. Addiction. Incarceration.
These were not deviations.
They were embedded field environments—high-friction systems where I learned to parse incentives, decode failure points, and map human consequences with surgical clarity.

While others optimized for credentials, I reverse-engineered societal architecture from inside its collapse.

The result isn’t resilience. It’s systems intelligence.

 

I wasn’t designed for comfort.
My nervous system is tuned to high-variance environments.
Where others see chaos, I see signal emergence before it stabilizes in narrative or price.

Call it instability.
I call it a pre-consensus diagnostic system—battle-tested in volatility and capable of decoding the mechanics of dysfunction in policy, markets, or human behavior before it becomes legible to institutions.

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The Numbers Don’t Lie.

Today, my insights shape the thinking of professionals who control or influence over $28.5 trillion in capital.
That’s nearly 25% of global AUM, and 5% of total global wealth—with only ~1,500 followers.

That’s ~$19B in capital influence per follower.

Let’s be clear:
Most “finance influencers” operate at $1M–$10M per follower, retail-heavy and signal-light.
Even elite macro voices rarely break $200M–$500M per follower.

Causality Partners operates at 1,900x more capital leverage per follower than the average—and 40–100x denser than the top 0.01%.

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Most thought leaders aspire to reach these desks.
I’m already shaping how they see the world.​​

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Why? 

Because I see what their models miss.

Where they see broken systems, I see control loops.
Where they see volatility, I see engineered asymmetry.
Where they seek forecasts, I surface causality.

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What I Believe

The system is broken. I’m living proof.
I could’ve died in a gutter—
Instead, I help capital allocators see the future before it hits the front page.

I value growth, justice, and truth, even when it hurts.
I believe in building systems that actually serve people—not just perpetuate inertia.

This isn’t a redemption arc.
It’s a war for clarity in a fog of institutional delusion.

And I’m just getting started.

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We are not in a cycle.
We are in a structural inversion of the global order.

Capital need more consensus.

It needs new lenses
Systems-thinkers trained by lived entropy—
fluent in breakdowns, decoding incentives, and capable of asymmetric signal recognition capacity.

That’s what I offer.
And that’s what I’ve built.

Causality Partners exists to equip capital with foresight before feedback loops close.
Not for prediction.

For relevance.