Concept diagram of NANDmind

Why now

Frontier open models are mixture-of-experts, and serving them is limited by HBM and GPU supply. Flash is plentiful, cheap per gigabyte and fast when read across many channels.

NANDmind turns that into an inference accelerator for 600B–3T-parameter models.

Stage

Pre-seed. Two US provisional patent applications filed. Trace-driven simulator in progress. Early-access list open.