As AI platforms bypass traditional web traffic, publishers face an existential threat. This article explores how history is repeating—and why new models like BYOL and metered data use are essential for survival.
As AI platforms bypass traditional web traffic, publishers face an existential threat. This article explores how history is repeating—and why new models like BYOL and metered data use are essential for survival.
This article introduces premium tokens—high-quality, well-structured text sequences that make AI more accurate, grounded, and trustworthy. Not all tokens are equal; those from authoritative, semantically rich sources perform better. Cashmere offers a framework to classify content by editorial quality and structure, helping publishers turn existing archives into machine-readable assets. Premium tokens aren’t just better data—they're a strategic edge in the AI era.