
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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Rage Against the Status Quo
In the wake of the ICO era, regulation by enforcement drove builders toward time-based unlocks and VC-friendly token structures. Lawyers tried to make tokens appear “less like equity,” while still providing insiders earlier liquidity. But as most token charts show, this model simply isn’t sustainable.
Demand-Responsive Mechanism Design
Static, predictable token unlocks rely on the flawed assumption that demand can be perfectly forecasted. Instead of pre-set vesting schedules, builders should adopt adaptive emission and fee-based models. Let actual product usage drive token distribution—teams should earn through fees as genuine demand grows. Over time, with a fair distribution of tokens, governance can naturally emerge. This shifts tokenomics from insider-driven models toward true economic alignment.
Bringing Back Fair Launches
It's time to revisit ICOs, fair launches, and novel token distribution mechanisms. Fair launches aren’t merely philosophical—they're practical strategies to build resilient, engaged communities. This approach doesn’t exclude investors; it ensures tokens are allocated in ways that prioritize long-term ecosystem health and genuine participation over short-term financial gains.
We’ve Barely Scratched the Surface
As regulation stabilizes, we have a unique opportunity to fully explore what tokenomics can be. Tokens can evolve beyond ill-fitting equity analogs into adaptive mechanisms that respond dynamically to user demand. Now’s the moment to experiment boldly, design thoughtfully, and build tokens whose value derives from real usage—not just speculation.
Rage Against the Status Quo
In the wake of the ICO era, regulation by enforcement drove builders toward time-based unlocks and VC-friendly token structures. Lawyers tried to make tokens appear “less like equity,” while still providing insiders earlier liquidity. But as most token charts show, this model simply isn’t sustainable.
Demand-Responsive Mechanism Design
Static, predictable token unlocks rely on the flawed assumption that demand can be perfectly forecasted. Instead of pre-set vesting schedules, builders should adopt adaptive emission and fee-based models. Let actual product usage drive token distribution—teams should earn through fees as genuine demand grows. Over time, with a fair distribution of tokens, governance can naturally emerge. This shifts tokenomics from insider-driven models toward true economic alignment.
Bringing Back Fair Launches
It's time to revisit ICOs, fair launches, and novel token distribution mechanisms. Fair launches aren’t merely philosophical—they're practical strategies to build resilient, engaged communities. This approach doesn’t exclude investors; it ensures tokens are allocated in ways that prioritize long-term ecosystem health and genuine participation over short-term financial gains.
We’ve Barely Scratched the Surface
As regulation stabilizes, we have a unique opportunity to fully explore what tokenomics can be. Tokens can evolve beyond ill-fitting equity analogs into adaptive mechanisms that respond dynamically to user demand. Now’s the moment to experiment boldly, design thoughtfully, and build tokens whose value derives from real usage—not just speculation.
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