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Essays and updates on Web3, AI, and frontier technology — published on Medium.
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The Layer 1 Graveyard Is Becoming an AI Pivot Story
Crypto spent the last cycle building new blockchains. Now some of the networks that failed to find lasting demand are looking for a second act, and AI is becoming an obvious place to look. Every technology boom produces…
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AI Is Moving From Screens Into Factories
The first wave of AI lived mostly inside screens. The next may be defined by robots, autonomous vehicles, factories, warehouses, and machines that need to work safely in the real world. The First AI Boom Lived on…
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DeFi’s Next Cycle May Be Won by Risk Engines
DeFi’s early growth was driven by yield and open access. The next phase may depend on whether protocols can make risk visible, explainable, and controllable enough for larger capital to participate. DeFi spent years…
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The Next Big Enterprise AI Market Is Agent Management
Companies are creating AI agents faster than they can govern them. Now Microsoft, Google, AWS, ServiceNow, Salesforce, security vendors, and startups are competing to build the control layer. Enterprise AI is moving…
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Banks Stopped Fighting Stablecoins. Now They Want the Gateway.
Stablecoins once looked like a threat to banks. Now the banking industry is trying to own the infrastructure around them. For years, banks could treat stablecoins as somebody else’s problem. They were mostly used inside…
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How AI Companies Actually Make Money
AI companies are using many of the same business models that built Web2. But because every AI response costs money to produce, subscriptions, software contracts, APIs, cloud services, and advertising are being…
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Why AI Needs a Smarter Data Layer
The AI boom is increasing demand for storage hardware, but the larger opportunity may sit in software that turns stored data into usable, governed, and continuously available context for models and agents. AI Has a…
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Tokenized Stocks Are Coming. But What Do Investors Actually Own?
For the past couple of years, tokenized Treasuries have been the cleanest story in real-world assets. They made sense. The asset was familiar. The yield was easy to understand. The buyers were mostly institutional or…
Read on MediumThe Biggest IPO Ever Just Changed the AI IPO Conversation
SpaceX reopened the mega-tech IPO window. OpenAI and Anthropic may be next, but frontier AI still has to prove that compute-heavy growth can become durable public-market economics. SpaceX Did Not Just IPO. It Changed…
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