TLDR Crypto · GUIDES & TUTORIALS

WHY (GOOD) AI NEEDS CRYPTO

variant.fund12 min read

Summary from the TLDR Crypto newsletter

AI development is following social media's path toward centralization, with foundation model training costing hundreds of millions of dollars and creating insurmountable barriers for new entrants. While open source alternatives exist, they face a “resource problem” where contributors must provide both time and significant compute/data resources, making traditional open source development models unfeasible for AI. Crypto-based ownership models could solve this by incentivizing resource providers to contribute compute and data to open source AI projects, potentially enabling larger models than closed systems.