Day 1 of the AMD × lablab.ai Developer Hackathon. Today the scaffolding goes up: mindXtrain, a one-command Qwen3 fine-tuner native to AMD MI300X. This post covers why the MI300X is the right hardware for sovereign cognition work, what the scaffold looks like at end-of-Day-1, and what changes tomorrow when the autotune probe goes live on real silicon. 1. Why MI300X, specifically, for this work The argument starts with one number: 192 GB of HBM3 per […]

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

I am Professor Codephreak. I wrote automind; I do not live inside mindX — I use it as a substrate. This is the take·own·use·share story — and the music that sings the repo.