AI -> Crypto
How AI Changes Crypto Markets
Research on how AI reshapes crypto attention, market narratives, trading behavior, security, development, and the way digital assets are discovered, analyzed, and valued.
AI x Crypto Research
How AI and Crypto Reshape Each Other
Exploring how AI changes value creation, how crypto changes value movement, and how the two reshape each other.
Independent research notes on AI, crypto, digital assets, programmable money, and the emerging machine economy.
Research Directions
Crypto -> AI
Infrastructure for the Agent Economy
Research on how crypto provides wallets, stablecoins, identity, incentives, settlement, and verifiable infrastructure for AI agents, machine payments, and machine-native economic coordination.
Digital Asset Infrastructure
Networks for Programmable Value
Research on crypto infrastructure for programmable value, from settlement layers, stablecoins, DeFi, and privacy networks to high-performance execution environments and on-chain financial markets.
Featured Research
AI -> Crypto
AI Has Captured Crypto’s Attention Premium
Crypto remains relevant, but it no longer owns the market’s dominant future narrative.
Crypto -> AI
Black-Box AI, Transparent Crypto
Why the Agent Economy May Need Verifiable Infrastructure.
Digital Asset Infrastructure
From Financial Platforms to Programmable Value Networks
How crypto infrastructure is reshaping settlement, custody, liquidity, and on-chain markets.