LoreTokens

An AI-native semantic compression format. Compress meaning, not bytes — and leave the compressed form directly addressable, with no decode-through-a-model step in the way.

The foundation under ShipItClean, Atlas, SAIQL and CodeForge. A post-Shannon primitive: where classical compression optimises for reproducing a byte stream, this optimises for preserving meaning in a form a model can still query.