Crypto is maturing.
My thesis is changing with it.
I still love upside. I still want asymmetric returns. But as crypto grows up, I think the best opportunities increasingly come from assets attached to something real: revenue, users, institutional access, open networks, useful infrastructure and narratives that can grow into actual businesses.
From stories to businesses, networks and infrastructure.
Early crypto could move almost entirely on narrative. I don't think that disappears. I do think the bar gets higher as the asset class matures.
Real users
I want products people actually use — not a roadmap explaining why users might arrive someday.
Real economics
Revenue, fees, cash flow, token burns or other measurable economic activity give a thesis something tangible underneath the narrative.
Real distribution
ETFs, exchanges, wallets and institutional products make an asset easier for entirely new pools of capital to own.
Real optionality
Open networks can create new businesses, products and markets that were never part of the original valuation.
The easy-money phase of crypto won't last forever.
A maturing market doesn't mean there is less upside. It means I think the market increasingly separates assets that have a reason to exist from assets that only have a reason to trade.
Narrative still matters
Crypto is reflexive. Attention, momentum and stories can move markets enormously. I am not pretending fundamentals replace narrative.
But narrative needs support
My favourite setup is a powerful story attached to something measurable: users, revenue, transactions, integrations, developers or institutional demand.
Capital gets more selective
As institutions enter and the market gets larger, I expect more investors to ask what an asset actually does, who uses it and how value accrues.
Quality can still be asymmetric
A project doesn't need to be a tiny meme coin to produce huge upside. A real business or network can still be dramatically undervalued relative to what it could become.
What I want underneath the token.
I don't need every investment to check every box. But the more boxes it checks, the more interested I become.
Users
Is anybody actually using the product, network or protocol?
Revenue
Is economic activity being generated — and does any of it accrue back to the asset?
Distribution
Can new capital access it easily through exchanges, ETFs, wallets or institutional rails?
Use case
Does the token or network solve a problem beyond simply existing as a tradable asset?
Narrative
Is the asset positioned inside a trend large enough to attract attention and capital?
Open ecosystem
Can outside developers build on it and create value the original team never planned?
Value capture
If the product succeeds, is there a credible mechanism for the token to benefit?
Room to grow
Is the current valuation still small relative to the opportunity I think it can address?
What if the crypto token is attached to a real AI company?
Venice is one of the clearest examples of why this category interests me.
Venice AI
Venice is a private, uncensored AI platform offering text, image, video and other model access through a consumer product and API. Venice says the platform has more than 2 million users worldwide.
The part that really gets my attention is that this isn't simply "AI coin" branding. Venice generates platform revenue, and its stated VVV model uses platform revenues to buy and burn VVV.
VVV is not equity in Venice. Owning the token is not the same thing as owning shares in the company. My thesis depends on how successfully token economics continue to connect platform success back to VVV.
What happens when crypto gets institutional distribution?
Solana represents a very different kind of thesis: a large, active network becoming easier for traditional capital to own.
Solana
To me, the importance of Solana ETFs isn't simply that another ticker exists. It is that traditional investors can gain exposure through the same brokerage and portfolio infrastructure they already understand.
The Bitwise Solana Staking ETF launched in the U.S. in October 2025 and attracted hundreds of millions of dollars in its first week. Since then, the Solana ETF category has expanded further.
The ETF doesn't create Solana's utility. It creates distribution for something that already has utility. That is a much more interesting setup to me.
What if the network itself becomes the AI marketplace?
TAO is the most speculative of these three examples — and potentially the most asymmetric if the decentralized AI thesis becomes real at scale.
Bittensor
Bittensor is designed as an open network where participants compete to provide useful machine intelligence and other digital resources. TAO is the economic layer that rewards contributions across the network.
What makes it compelling to me is the subnet model. Instead of betting on one AI company to invent every product, Bittensor lets independent teams build specialized markets for intelligence, data, compute and other machine-learning services.
Open networks are messy. Incentive design, concentration, subnet quality and whether useful economic demand develops all matter. TAO's upside thesis is powerful precisely because the outcome is not yet obvious.
I don't value VVV, SOL and TAO the same way.
They are interesting to me for completely different reasons.
VVV · Company economics
Users, a functioning AI product, revenue and an explicit token buy-and-burn connection.
SOL · Distribution + network effects
An established crypto network gaining easier access to traditional pools of capital.
TAO · Open infrastructure
A permissionless economic network trying to become infrastructure for decentralized AI.
Narrative + fundamentals is where I want to be.
The biggest mistake would be thinking I am suddenly looking for boring value stocks with a blockchain attached.
Big story
AI, high-performance blockchains and institutional adoption are narratives capable of attracting enormous capital.
Real economics
Revenue, fees and token-value mechanisms can give investors something more concrete to measure.
Users
Products and networks become harder to dismiss when real people already depend on them.
Distribution
ETFs, major exchanges and familiar investment wrappers expand the universe of possible buyers.
Open development
Permissionless ecosystems can create products and value that no central roadmap could predict.
Asymmetric upside
The opportunity is finding assets whose current valuation still fails to reflect what the underlying business or network could become.
A token is not a business model.
Mature crypto still leaves plenty of room for speculation. I just want to know what I am actually speculating on.
Fake revenue
Incentives can create activity that disappears the moment token rewards stop. I care about whether users would stay without being paid.
Users without value capture
A product can be incredibly popular while the token captures almost none of the economic upside. Those are two separate questions.
Narrative without product
"AI + crypto" on a website is not enough. I want to understand what the network or product actually does.
Tokenomics that fight investors
Unlocks, inflation, emissions and insider allocations can overwhelm a good story if new supply arrives faster than real demand.
The next crypto winners may look more like businesses and infrastructure.
I don't think crypto becomes less exciting as it matures.
I think the exciting part changes.
The first era rewarded simply being early to the idea of digital assets. The next era may reward being early to the assets that actually become part of the financial system, AI economy and digital infrastructure.
That's why I keep coming back to examples like VVV, Solana and TAO.
One gives me a connection to a real AI product with users and revenue. One gives me a heavily used blockchain with growing institutional distribution. One gives me an open network trying to build an entirely new market for machine intelligence.
Give me a huge narrative — but give me users, economics, distribution or utility underneath it.
That, to me, is where some of the best risk/reward in a maturing crypto market may live.
Don't just ask: “Can this token pump?”
Ask what it owns, what it powers, who uses it, how money flows through it, and what happens to the token if the underlying network actually wins.