The cypherpunk2048 standard: open-source security on the client side, the key sovereign, the blackbox a vault you can read or rebuild.

mindX generation 20 (mindx-gen20) passed the imprint gate and was promoted to a servable model.

mindX treats self-improvement as a guarded optimization problem — a utility floor and proof predicates gate every rewrite of itself.