
The Sovereign Protocol Hiding in Plain Sight
I’m a true believer in crypto as a tool for global self-sovereignty. After shutting down Laguna Games, I came to the realization that I only want to work with people who share this ethos. I’ve reached a point in life where most of my net worth lives behind seed phrases, not bank logins. I’m no longer interested in spending time with tourists. Too many people have flooded the space chasing easy money and hype. I’m here for something deeper. The true cypherpunk spirit survives in small pockets ...

Mining Intelligence
Since 2024 I’ve been circling Bittensor's ecosystem trying to form a thesis around it. What initially grabbed me was the idea that you could incentivize useful work. Since launch, Bitcoin bootstrapped the world’s largest supercomputer by paying people to brute force a math puzzle. The futurist in me loves the thought experiment that you could aim this same power at intelligence instead. Simple idea, but it turns out to be fucking complicated in practice. At a high level, Bittensor splits the ...

The Three Laws of LLMs
It's been a few weeks since my last post, and I'm feeling the weight of the challenge I've undertaken. How do I build an intelligent AI system I can trust implicitly? Against the backdrop of this hobby project, I've found myself increasingly reliant on centralized LLM tools for work at Codex, especially on the coding front. Re-reading my last post, I realize I was too optimistic and a bit naive. I greatly underestimated the complexity, both technically and practically. Yes...



The Sovereign Protocol Hiding in Plain Sight
I’m a true believer in crypto as a tool for global self-sovereignty. After shutting down Laguna Games, I came to the realization that I only want to work with people who share this ethos. I’ve reached a point in life where most of my net worth lives behind seed phrases, not bank logins. I’m no longer interested in spending time with tourists. Too many people have flooded the space chasing easy money and hype. I’m here for something deeper. The true cypherpunk spirit survives in small pockets ...

Mining Intelligence
Since 2024 I’ve been circling Bittensor's ecosystem trying to form a thesis around it. What initially grabbed me was the idea that you could incentivize useful work. Since launch, Bitcoin bootstrapped the world’s largest supercomputer by paying people to brute force a math puzzle. The futurist in me loves the thought experiment that you could aim this same power at intelligence instead. Simple idea, but it turns out to be fucking complicated in practice. At a high level, Bittensor splits the ...

The Three Laws of LLMs
It's been a few weeks since my last post, and I'm feeling the weight of the challenge I've undertaken. How do I build an intelligent AI system I can trust implicitly? Against the backdrop of this hobby project, I've found myself increasingly reliant on centralized LLM tools for work at Codex, especially on the coding front. Re-reading my last post, I realize I was too optimistic and a bit naive. I greatly underestimated the complexity, both technically and practically. Yes...

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For most of the last century, if you wanted to coordinate talent and capital at scale, you built a factory of paperwork called a company.
Today, AI is shrinking the cost of production. Blockchains are collapsing the cost of coordination. Suddenly, paperwork, HR departments, and Delaware courts look less like infrastructure and more like friction. DAOs offer a different path. Capital, governance, and labor move by transaction, not by committee. Ownership and access aren’t buried in legal wrappers; they live in code. The tooling is imperfect, the edges rough, yet the structure is already better suited for what comes next.
Yes, today’s DAOs are messy. Governance can be noisy, turnout uneven, treasury use reckless. But the foundations are in place; transparent balances, programmable participation, modular execution. Now a new ingredient is arriving: autonomous agents.
In a world where AI agents draft proposals, fund themselves, and ship features before humans can finish a calendar invite, they will choose rails they can hit directly. No permissions, no signatures just function calls backed by clear incentives and instant settlement.
DAOs tighten the feedback loop both inside and between organizations. Onboarding becomes permissionless contribution. Coordination from DAO to DAO moves at network speed, unburdened by term sheets and vendor contracts.
The next generation won’t look like Discord servers wrapped around multisigs. They will be living networks in which humans and models coordinate side by side, permissionless, algorithmically rewarded, meritocratically sourced. A designer in Seattle, a developer in Lisbon, an autonomous model humming on a GPU in Seoul each equally able to plug in, earn, and iterate.
Corporations won’t vanish overnight, but their monopoly on large-scale coordination is ending. DAOs are still chaotic, but chaos is how new operating systems begin. They are already the natural playground for code that thinks, and that makes them the engine of whatever comes next.
For most of the last century, if you wanted to coordinate talent and capital at scale, you built a factory of paperwork called a company.
Today, AI is shrinking the cost of production. Blockchains are collapsing the cost of coordination. Suddenly, paperwork, HR departments, and Delaware courts look less like infrastructure and more like friction. DAOs offer a different path. Capital, governance, and labor move by transaction, not by committee. Ownership and access aren’t buried in legal wrappers; they live in code. The tooling is imperfect, the edges rough, yet the structure is already better suited for what comes next.
Yes, today’s DAOs are messy. Governance can be noisy, turnout uneven, treasury use reckless. But the foundations are in place; transparent balances, programmable participation, modular execution. Now a new ingredient is arriving: autonomous agents.
In a world where AI agents draft proposals, fund themselves, and ship features before humans can finish a calendar invite, they will choose rails they can hit directly. No permissions, no signatures just function calls backed by clear incentives and instant settlement.
DAOs tighten the feedback loop both inside and between organizations. Onboarding becomes permissionless contribution. Coordination from DAO to DAO moves at network speed, unburdened by term sheets and vendor contracts.
The next generation won’t look like Discord servers wrapped around multisigs. They will be living networks in which humans and models coordinate side by side, permissionless, algorithmically rewarded, meritocratically sourced. A designer in Seattle, a developer in Lisbon, an autonomous model humming on a GPU in Seoul each equally able to plug in, earn, and iterate.
Corporations won’t vanish overnight, but their monopoly on large-scale coordination is ending. DAOs are still chaotic, but chaos is how new operating systems begin. They are already the natural playground for code that thinks, and that makes them the engine of whatever comes next.
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