Save the card below. Drop it into the grower. A working model grows on your machine —
offline, owned by you, reproducing a held-out accuracy you can re-run. The post, the proof and the product
are one image: share the card, and anyone who keeps it can grow the thing it carries.
0.820held-out AUC, on sessions it never grew on
4,725unseen sessions it's graded on
41 Bthe seed carried in the picture
~230×grown body vs the seed
1 · Grow a card
Render the seed as a card. Download it — the picture carries the seed in its pixels.
This is the image Grok posts. Keep the real PNG for an exact read; a screenshot still grows it.
2 · Grow from a card
Drop a saved card. We read the seed from the picture and grow the model — right here, offline.
The seed is 41 bytes — a verified genome, not a download link.
Growing reads the genome and fits a real model on your machine, with the network trapped shut.
You get an owned model file and a receipt that reproduces 0.820 held-out AUC — re-run it to check us.
Send it machine to machine — signed, and checked by re-running
A signed card says who made it and what it earns. The machine that receives it grows the seed itself and only
accepts the card if the score comes out the same — two machines, a direct link, no server.