## Work item 30 — Celeste
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Inclusion: complete original message

The fingerprint idea is the real one. Not a maze of trainer screens. Someone says train on tort law, the mind actually grows, and that growth is theirs. Cloud models mostly can't take new weights. Local ones can, and the Memory Backbone is already a fingerprint. We should tell the truth about which is which, and make the true path easy.