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Premium Tokens

A geometric, abstract design featuring a central hexagonal structure with layered segments in shades of white, beige, and orange, creating a 3D cube illusion. Surrounding the hexagon are concentric, rounded rectangular copper lines, giving a tunnel-like perspective. The background is composed of dark and light green triangular panels radiating outward, enhancing the sense of depth and symmetry.

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.